The laptop felt heavy in Sarah’s hands, the plastic warm against her palms. A cold sweat beaded on her forehead. She’d found the account completely by accident, a suggested friend on her own, rather public profile. Her stomach was doing flips. She hadn’t expected to see a different version of Liam, the one he clearly felt he had to keep hidden.

She clicked on the profile picture – a blurry, poorly lit photo of him with friends she didn’t recognize. Her breath hitched. The username… a silly, almost childish handle, completely unlike the serious, intelligent young man she thought she knew. Her fingers hovered over the password reset button. Should she?

A tremor went through her as she typed in his birthdate, a desperate shot in the dark. The screen flickered. A flurry of emotions washed over her, an almost dizzying cocktail of curiosity and apprehension. The page loaded, and she felt a strange pressure behind her eyes.

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