The blood test results sat on the kitchen counter, a stark white rectangle that held the power to shatter her world. Amelia picked it up, her fingers numb. It confirmed it: a half-sister. The woman who had sent the test results had a similar life to Amelia, with a similar upbringing. Amelia’s mother, a woman who had always been a rock, a source of unwavering love, had kept this secret for decades.

Amelia’s eyes burned, the tears threatening to spill. She squeezed the paper, crumpling it into a tight ball. Everything she thought she knew, everything she believed in, had been twisted. The thought of this other woman, a complete stranger, suddenly sharing her blood, filled her with a potent, bitter emotion.

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