The vibrant colors of the art museum seemed to mock her. Olivia had always found solace in art and literature, but today, everything felt tainted. Seeing the evidence in the article was like getting a physical blow. The author she’d idolized, the woman who had inspired her, had stolen her work.

She wandered through the galleries, the hushed tones of other visitors grating on her nerves. Every painting, every sculpture seemed to be mocking her. She found herself unable to focus, her thoughts returning to the betrayal. She stumbled out of the museum, needing air.

She walked in silence, as the crowded sidewalks, filled with indifferent strangers, amplified her solitude. Her normally optimistic spirit felt crushed, a fragile thing broken and scattered.

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