He stared at the mirror, the image of his art, "The Guardian," now permanently etched on a stranger’s bicep, burned into his memory. A wave of heat flushed over him. He felt as though something was constricting his ability to breathe. He ran a hand through his hair, ruffling it. The tattoo, a bold interpretation of his work, had been revealed on social media, and he felt… exposed.

He usually enjoyed the idea of people being inspired by his work. But this felt different. Like a violation. He didn’t know how to process it.

He needed to get out, he thought, needing the fresh air. He grabbed his keys, and rushed out the front door, slamming it behind him.

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