He’d been planning to paint the living room next weekend. Finally, after five years, he was going to get rid of that awful beige. Now, the paint could wait. The landlord's letter, neatly tucked under his door, had a different plan for him. His fists clenched, the knuckles white. He could feel a knot twisting in his stomach.

He reread the offending document, each word a fresh insult. He was going to lose his home, his haven, his place. The thought was a raw, immediate wound.

He ripped the paper in half, then again, and again, until it was a confetti of white misery. He kicked the wastebasket across the room. He felt a sudden, almost desperate urge to smash something.

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