Rain lashed against the gallery window as Amelia stared. The girl, no older than twenty, was practically glowing. She’d been beaming, pointing at the intricate floral tattoo snaking up her arm. Amelia's floral print, lifted directly from her latest series. Her stomach clenched, a sudden, unfamiliar pressure. The champagne flute slipped from her grasp, shattering on the polished floor.

Amelia's breath hitched. A tremor ran through her, starting in her fingertips and spreading outwards. She wanted to scream, to run. But she just stood there, frozen, the bubbly scent of the spilled drink a nauseating reminder of the supposed celebration.

"Isn't it beautiful?" the girl asked, her smile unwavering. Amelia swallowed, a bitter taste rising in her throat. "Yes," she managed, her voice a strained whisper, before turning and fleeing towards the echoing emptiness of the back room.

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