The car keys nearly slipped from David's grasp as he realized the truth. He'd just been talking to the school secretary about enrolling his son, and the name "Mr. Thompson" had suddenly hit him. The same Mr. Thompson. The man who'd made a mockery of his creativity, dismissed his art as "childish scribbles." His palms were slick with sweat. He felt as though a steel band was constricting his chest. The man hadn't aged a day. He had to stop this. He slammed his fist on the steering wheel, the sound echoing in the empty parking lot.

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