The vibrant colors of the art gallery suddenly seemed garish, mocking. "Professor" Eleanor, in her tweed jacket and spectacles, was pontificating about the subtle brushstrokes of a particular abstract piece, gesturing grandly with her hands. He had always admired her intellect and depth of knowledge. He'd later found her listed as a ‘volunteer’ at a local daycare centre.

A sudden chill swept over him. He felt like he'd been punched. His chest hurt. He wanted to shout at everyone in the room.

He began to quietly edge toward the exit.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253