The aroma of freshly-baked cookies did not soothe him. Instead, it made him want to vomit. He’d never been drawn to yard sales, but this one…it had something. A feeling. He saw it: Teddy. He hadn’t seen Teddy for years. It looked dirty and forlorn.

"Three dollars," said a man with a bored expression. He almost fled. He paid the man. He fled.

Back at his apartment, the world seemed to tilt on its axis. He couldn’t stop staring at the bear. His breathing became shallow, rapid. He felt a desperate need to cleanse something, to scrub away something unseen, something lingering.

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