The pizza box sat unopened on the coffee table, a testament to the abandoned movie night they’d planned. Amelia stared at it, a knot forming in her stomach. Ethan’s casual announcement, delivered with his usual easygoing charm, had been a blow she hadn't anticipated.

Her breath came in ragged gasps. She imagined him, already planning his new life, his new friends. Her mind, racing, conjured up scenarios of Ethan, happy and carefree, without her. The thought sent a jolt of pure, unadulterated frustration through her.

She kicked the box, sending it skidding across the floor. The cardboard lid flew open, the smell of pepperoni and burnt cheese filling the air. She felt a burning need to break something. Anything.

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