Liam kicked the tires of the rental car, a useless gesture of frustration. He'd driven three hours, fueled by anticipation for a weekend getaway with "Chloe." The beach cottage, the champagne, the *promises*—all crumbling. He’d just seen Chloe, his Chloe, emerge from a local restaurant with a man he'd never seen before, and they'd been holding hands. He wanted to shout. He wanted to tear something apart.

His phone buzzed. A text: “Hey, are you here yet? The other one is here, haha. See you soon!” – Chloe.

He wanted to scream. Instead, he forced himself to breathe, attempting to get his pulse to slow down from its frantic pace. He took a long, shaky breath and went inside the restaurant. He had to face her.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296