The waiting room was decorated in soothing shades of blue and cream, but it offered little comfort. My palms were slick, and I surreptitiously rubbed them against my jeans. The framed nature prints seemed to mock my unease with their serene landscapes. The magazine I’d selected sat untouched in my lap.

A sharp rap on the door echoed through the room. My chest felt constricted. The voice that called out was unmistakably his, “Come in!” I took a deep breath, trying to steady myself. This was a terrible idea.

I pushed open the door, and there he was, leaning back in his chair, exactly as I’d remembered him, only older, softened somehow. He offered a polite smile, but my stomach clenched. I stumbled over my words, suddenly feeling like the small, awkward kid again. “Hello, Mark… I mean, Dr. Thompson.”

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