The email sat in Chloe’s inbox, glowing with the malevolence of a red notification. It was from Sarah, Liam’s girlfriend. The subject line: "Regarding Liam's work." Chloe's hand trembled as she clicked it. Sarah's words, each sentence a hammer blow, revealed the deception. Chloe's "cool" friend, the one who gave her confidence with his impressive life, was revealed to be an assistant at a retail store.

Chloe felt as if she had been plunged into ice water. She reread the email, her eyes stinging. A wave of nausea washed over her, and she felt the sudden need to run. She stood up abruptly, her chair scraping against the floor. She needed to get out, to walk, to *do* something, anything, to make this feeling go away.

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