The news seemed to suck all the color from the diner. Sarah stared at the empty plate in front of her, the uneaten eggs congealing on the ceramic. She hadn't even touched them. She'd driven here, hoping the greasy food and cheerful chatter of the regulars would cheer her up, but now, the world was a dull shade of grey.

The waitress, a woman with a kind face, asked if everything was alright. Sarah just shook her head, unable to speak. The rejection was like a lead weight in her gut. She’d worked so hard, sacrificed so much. Her dreams, it seemed, were just a cruel joke.

The jukebox music seemed tinny and irritating. She wished she could just disappear. She pushed herself away from the table, not even bothering to pay.

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