The air in the gallery felt thin, stifling. She was supposed to be enjoying the opening night of her friend's exhibition, but the only thing she could focus on was the email she had drafted in her head a thousand times. She wandered through the crowd, her smile feeling brittle and false. She nodded and said the right words, but she was not present.

She saw the publisher's name on the gallery's invitation list. She felt her heart leap into her throat. She gripped her champagne flute tightly, the cool glass offering a small measure of comfort. She wished she had never come. She felt exposed, vulnerable, as though everyone could see the secret she was trying so desperately to keep.

She noticed a familiar figure approaching.

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