The slammed phone echoed in Maya’s apartment, the sudden noise a sharp punctuation mark on the conversation. She paced, her bare feet slapping against the hardwood floor. Across the country? Across the country! That’s what Liam had just nonchalantly mentioned, like it was a decision as simple as choosing a coffee. Her hands clenched into fists, nails digging into her palms. How could he just... *do* that?

Liam’s calm, level voice, always so reasonable, now felt like an infuriatingly smooth surface, deflecting all her unspoken frustrations. She envisioned him, probably smiling that infuriatingly charming smile of his, already planning a new life without her. Without *them*.

The air in the apartment suddenly felt thick, oppressive. Maya yanked open the window, gulping down the cool October air, as if it could somehow dilute the anger that swirled inside her, a boiling cauldron threatening to spill over. He’d promised her they’d always be close. Promises. Lies.

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