The drive home was a blur. The radio, usually a source of comfort, grated on his ears. Mark kept replaying the conversation in his head. The new recruit, right out of university, was earning more than him.

He gripped the steering wheel so tightly that his knuckles were white. The familiar route, usually etched in his memory, seemed foreign and unfamiliar. His chest felt constricted, as if a weight was pressing down on him.

He slammed the car door when he arrived home and stormed inside. He needed to do something.

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