The notice, a stark white rectangle, quivered between her trembling fingers. "Conversion to Condominiums," it declared in bold, unfriendly letters. Sarah crumpled the paper, the sound echoing unnaturally loud in the sudden, suffocating silence of her apartment. She slammed it onto the chipped countertop. Her jaw tightened, the muscles clenching like she’d bitten down on something bitter. A sharp, almost painful pressure built behind her eyes.

She stormed towards the window, ripped open the blinds, and glared out at the city. The sun, usually a welcome sight, felt like a mocking spotlight. Below, the street buzzed with the oblivious ease of everyday life. Didn't they know? Didn't they realize the injustice that had been inflicted upon her?

She snatched her phone and dialed the landlord's number. The recording, calm and soothing, made her want to hurl the device across the room. She was practically vibrating with fury.

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