He stared at the blank page, the cursor blinking mockingly on the screen. The words wouldn’t come. He’d been trying to write his introduction, but the task seemed insurmountable, now. The departure of Professor Chen, his mentor, was a shadow hanging over everything.

He drummed his fingers on the desk, a rapid, erratic rhythm. The air in the room felt thick and heavy, as if the walls were closing in. He felt a sudden, almost desperate need to escape this suffocating space.

He pushed his chair back, the screech echoing in the empty room. He needed to get out, to breathe, to clear his head, but the only thought that kept circling in his mind was: *What now?*

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