He tried to laugh, a nervous, brittle sound that died in his throat. The words "administrative error" hung in the air, mocking his composure. He felt a strange tingling in his extremities, a buzzing that started in his fingertips and crept up his arms. The room seemed to shrink, the fluorescent lights suddenly too bright, too harsh.

He pushed away from the counter, his chair scraping loudly against the floor. He needed to get out, to breathe. His vision swam. He stumbled towards the door, his movements jerky and uncoordinated.

The world was not what it was supposed to be. It was, instead, a dangerous, uncertain space. The thought of what this might all mean made his stomach constrict painfully. He had to get out.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314