He ran a hand through his hair, leaving it standing on end. The complaint, delivered with a polite, yet firm, knock, had been a blow. His pulse drummed erratically in his ears. Mr. Henderson, a man who, until now, had always seemed to smile, had said the bass was disturbing his afternoon naps.

He felt a profound unease settle in his stomach. The music had always been a release, a vibrant pulse in the otherwise quiet house. Now, it felt like an accusation. He moved to the stereo, a strange paralysis keeping him from touching anything.

He slumped onto the couch, the vibrant, chaotic colours of the album covers seeming to mock him. The room felt immense, echoing with a silence that pressed down on him. A wave of exhaustion washed over him; he just wanted to curl up and vanish.

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