The phone slipped from Elias's grasp, tumbling onto the hardwood floor with a soft thud. He stared at it, the screen displaying the dreaded message he'd just sent. To his mother. He'd meant to text Sarah, his girlfriend, but his thumbs were clumsy tonight. The words – a confession of the morning’s argument – now sat in his mother’s inbox. He wanted to scoop up the phone and hurl it across the room. Instead, he just knelt and retrieved it, his fingers tracing the cold glass.

He ran a hand through his hair, tugging at the strands. This was a disaster. He imagined her response – the disappointment in her voice, the questions, the lectures. He felt a wave of heat wash over him, making the skin on his face prickle. He needed a drink, a very strong drink. His chest felt constricted, as if an invisible band was tightening around it. He considered calling Sarah to apologize preemptively, but the thought of opening his mouth and forming words felt impossible.

The silence of the apartment pressed in on him. He felt as if every breath was a tremendous effort. He stood, pacing in front of the window, staring out at the empty street. He felt off-kilter, unsteady on his feet. He glanced at the phone again. Still no reply. The anticipation was worse than the act itself.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290