The cold air of the tattoo parlor hit Maya like a physical blow. She stood awkwardly near the reception desk, her arms crossed, clutching her bag. The receptionist, a girl with vibrant purple hair and multiple piercings, was currently on the phone. Her gaze flickered over Maya, assessing. Inside her, a coldness spread.

A photograph on the parlor's Instagram had led her here. Her own artwork, her 'Whispering Willow,' was tattooed on someone’s upper arm. Not a print, not a copy; a permanent etching of her work. Her mouth felt dry, and she swallowed hard, trying to moisten it.

The receptionist finally hung up. “Can I help you?” she asked, her voice flat. Maya forced a smile, barely managing to lift the corners of her lips.

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