He adjusted his tie, tugging at the knot until it felt like it was choking him. The fluorescent lights of the pawn shop hummed, adding to the general sense of unease that had settled in his stomach. He'd rehearsed this conversation in his head a dozen times, each version more disastrous than the last. He wiped his sweaty palms against his jeans.

"Looking for anything in particular, pal?" The shop owner, a burly man with a gold chain thicker than his thumb, squinted at him.

"Uh, possibly… an engagement ring?" He tried to sound casual, breezy, as if he browsed pawn shops for antique jewelry every other Tuesday. He kept his hands in his pockets to avoid fidgeting. The man behind the counter gestured towards a display case with a bored shrug.

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