The lunch break was a mistake. That was the conclusion Greg drew once he got back to his desk. Sitting there, in the same office, was the young, newly hired employee who, he found out during lunch, was making a significant sum more than he was.

His hands felt clammy. He typed a few words, deleted them. The words on the screen swam before his eyes.

He felt the muscles in his jaw clench, and his shoulders bunched up near his neck. He tried to take a deep breath, but the air felt thin and unsatisfying. He stared out the window, at the world seeming to go on around him.

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