A bead of sweat trickled down Leo's temple. He'd been trying to coordinate a surprise party for his girlfriend, Sarah. He tapped out the final instruction, a cryptic "meet at the usual spot, bring cake," and hit send. The recipient, he saw with a sinking feeling, wasn’t his friend Mark, but his girlfriend's mother. He felt a cold knot tighten in his stomach.

He gripped his phone tightly. His knuckles were white. He imagined her reading the message, her disapproving frown etching deeper lines around her mouth. He could practically hear her voice, cool and precise. He imagined an awkward conversation where he was asked what he was planning.

The seconds stretched into an eternity. He chewed on his lip, the metallic taste of anxiety filling his mouth. He considered calling but was afraid of making it worse.

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