He ran a hand through his hair, leaving it even messier than before. The coffee shop was bustling, but the noise seemed to fade into a dull hum. Mark scanned the familiar faces, the early morning regulars. His breath caught as he saw the empty chair where Professor Davies usually sat, always engrossed in a book.

The air felt thin, hard to draw. He paid for his latte, the change clattering in his unsteady hand. He’d counted on that morning meeting; it was a ritual. Now, nothing but an unsettling emptiness.

He walked toward his lecture hall, the steps feeling longer than usual. The door, usually propped open, was closed. He found himself avoiding eye contact, afraid of what someone might inadvertently tell him.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210