The phone slipped from Elias's grasp, clattering against the kitchen tile. He stared at the screen, the words "Party Cancelled" vibrating in his vision. His breath hitched, a sudden constriction in his chest. He felt a weird hollow sensation in his stomach, as if he'd just ridden a rollercoaster. He picked up the phone, his fingers clumsy, and reread the text, as if it would change. "Cancelled." The word seemed to mock him. He slowly sank into a kitchen chair, the cool ceramic doing little to ground him. He felt strangely disoriented, like he was floating in a void.

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