A wave of nausea washed over him as he saw her. The woman who had sworn she loved him, now looking utterly content with someone else. His throat constricted, making it hard to swallow. He felt a burning in his chest.

He clenched and unclenched his fists. He had hoped, prayed even, that their paths wouldn’t cross today. This wedding, a celebration of love, felt like a cruel joke. Every joyous glance, every shared laugh, was a fresh wound.

He needed space. He turned and, without a word, pushed through the crowd, seeking a way out of the suffocating room. The festive atmosphere now felt poisonous.

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