She was backstage, preparing for her own set, when the opening chords of “Starfall” echoed from the main stage. Her stomach churned. It was *her* song, her anthem, and *he* was performing it. The nerve!

Her hands began to tremble as she watched the monitor. The lead singer, that smug, pretty boy, was working the crowd like a puppeteer. He strummed a guitar with a grin that felt like a personal insult. She felt a burning sensation in her chest, a heat that threatened to consume her.

She stalked across the backstage area, past the equipment cases and discarded water bottles. She wanted to smash something, anything. Instead, she grabbed a water bottle herself, crushing it in her grip until the plastic cracked.

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