The tattoo artist, a burly man with heavily tattooed arms, simply shrugged when the artist, Chloe, confronted him. "People like your stuff, lady. They want it on them." Chloe, her usually confident voice reduced to a shaky whisper, found herself at a loss for words.

She wandered away, the tattoo artist’s dismissive attitude clinging to her like a physical weight. The bustling street, normally a source of inspiration, felt overwhelming. The sounds of the city pounded against her temples.

She stopped at a small park, sinking onto a bench, trying to find a sense of equilibrium. The image of that unauthorized tattoo, an exact copy of her delicate watercolor flowers, burned behind her eyelids, a constant, unwanted companion.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290