The letter’s ink swam before his eyes. He stumbled back, colliding with the kitchen counter. His hand flew to his chest, as if trying to restrain a frantic, runaway engine. The world seemed to wobble.

His vision tunnelled. The cheerful yellow walls of his kitchen suddenly felt constricting. He could hear his own ragged breathing, loud and uneven in the silence. He gripped the edge of the counter, knuckles white, fighting to stay upright.

He closed his eyes for a moment, then opened them again, the apartment now looking different, wrong. The bright sunlight streaming through the window seemed oppressive. He felt a need to collapse, to just… give in.

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