He ran a hand through his hair, a nervous habit he hadn't realized he still possessed. The boxes sat stacked in the hallway, monuments to his failure. His gaze flitted around the living room, cataloging the familiar details – the worn leather of the sofa, the meticulously arranged knick-knacks on the mantelpiece.

His mother bustled in, her face beaming. "Oh, honey, you look thin! Did you eat on the way here?" The question, though meant kindly, made his chest tighten.

"Yeah, Mom," he mumbled, avoiding her eyes. He knew this was going to be a struggle, and the thought of it made his skin prickle. He started to unpack, anything to avoid the impending conversation.

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