The list was on a sticky note, stuck to the fridge with a magnet shaped like a smiling sun. It read: “Learn to paint.” “Go to Italy.” “Start a garden.” Clara's breath hitched. She felt her stomach muscles tighten.

*He* had never spoken of these things. Her husband, Mark, was a creature of habit. Predictable. Content. Or so she’d thought.

The cheery sunshine magnet seemed to mock her, its yellow glow a vibrant contrast to the sudden chill in the air. She wanted to scream, to shatter something. The list was a taunt, a cruel reminder of unspoken desires, of a life she hadn’t even realized he wanted.

She threw the note into the trash, hard, and then immediately dug it out. She smoothed it out with a trembling hand, then crumpled it.

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