He found the list wedged between the pages of her well-loved cookbook. "Build a treehouse." "Learn to surf." "Visit every national park." Mark's breath hitched in his throat. He felt the blood drain from his face.

She was his rock, his constant. A woman who loved him, or so he thought. He had to know everything about her.

The room seemed to shrink. He crumpled the paper in his hand. What had he done wrong? Why hadn't she told him? Was there another life? He felt an unbearable pressure in his chest. He looked at the window with a burning sensation in his eyes.

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