"I need some air," Mark mumbled, pushing himself away from the table. The words had hung in the air, heavy and poisonous, like a noxious gas. His father, the man he had idolized, was now a stranger. A liar.

He stumbled outside, the crisp autumn air doing little to soothe the rage that simmered beneath his skin. He walked, head down, kicking at fallen leaves. Each footfall was a stomp of fury, a release of the anger that threatened to consume him. The news had ignited a wildfire within him. He felt as though the world had tilted on its axis, and he was struggling to regain his balance.

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