The steak knife nearly snapped in Sarah’s hand as she saw him again, ducking into the linen closet. Three times this week. Three times he'd claimed a sudden need to organize the towels. She slammed the knife down, the sound echoing in the silent kitchen. Her fingers thrummed against the cool granite countertop. He’d been unusually cheerful lately, whistling little tunes, and now this. A cold, hard knot formed in her stomach.

“Honey? You alright?” His voice, a little too saccharine, drifted from the hallway.

She plastered a smile onto her face, a grotesque parody of happiness. “Fine! Just… finishing up dinner.” The lie tasted like ash. Her jaw clenched, the muscles working furiously.

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