The air conditioning blasted cold air onto her face, but it did nothing to soothe the heat that had overtaken her. Jessica sat at her desk, staring at the screen. The financial reports, which she normally loved organizing, felt like a cruel joke. The intern, who barely knew how to use the company software, was making more than she was.

She kept tapping her pen against the desk, the insistent clicking a counterpoint to the quiet office. She caught her reflection in the dark screen, her face flushed, her eyes wide.

She needed to get out, to walk, to find some air, but she couldn’t move. The chair seemed to hold her in place. The feeling would not 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