The invitation felt heavy in Maria's hand. She ran a thumb over the raised lettering, the touch unnerving. She glanced at the date, a knot forming in her gut. She’d spent years constructing a life that felt safe, a life where her teenage awkwardness was a distant memory. Now, it was all threatened.

She kept checking the clock. She'd get up, start to make dinner, then sit back down. She'd open the invitation, close it. She found herself picking at the skin around her nails, a telltale sign of discomfort. The thought of those old hallways, those old faces, made her shoulders tense.

She felt utterly trapped.

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