She was backstage, waiting for her cue, when the familiar opening bars of “Lost Letters” filled the cavernous theatre. Her song, her pain, being sung by some pop star with more charisma than talent. Her palms began to sweat.

She watched the singer on the monitor, the performance smooth and polished, devoid of the jagged edges of the original. She felt a prickling sensation at the back of her neck. It’s like they were wearing her skin, she thought, and then she was frozen, unable to move.

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