The relentless tick of the clock on the wall was the soundtrack to Liam’s misery. He tried to focus on his work, but the words swam before his eyes. He found himself staring at Sarah, every gesture, every interaction with the boss, replayed in his mind. He couldn’t escape the feeling of being judged.

He excused himself from the team lunch, citing a "previous engagement," anything to avoid the forced smiles and insincere congratulations. He went for a walk, finding himself wandering aimlessly through the park, the green space doing nothing to soothe his internal turmoil.

He felt a deep sense of wrong. He considered the time and effort he'd put in, the late nights, the weekends spent working. He was sick with the idea of losing.

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