Her palms were clammy. She kept checking the time on her watch, counting the minutes. The workshop was supposed to be in session. Her mentor, Mr. Davies, was always on time. He was always there. Today, he wasn't.

She sat in the back row, her posture stiff. The rhythmic tap of her foot against the floor was a frantic counterpoint to the quiet. She fidgeted with a pen, clicking it repeatedly, each click a sharp, insistent sound.

The other students were milling about, but she couldn't bring herself to speak to anyone. He just... left. Without a word.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210