The slam of the front door vibrated through the apartment. Liam’s jaw clenched as he kicked off his shoes, the action sharper than necessary. He’d told Chloe, again, that a cat was out of the question. He was allergic, for crying out loud!

His stomach twisted into a hard knot. He stalked towards the kitchen, the scent of the curry she’d cooked clinging to the air, making his nostrils flare with a sudden irritation. The thought of cleaning up cat hair every single day sent a wave of heat up his neck.

He snatched a beer from the fridge, the metal cold against his palm. He popped the top with unnecessary force, the sound echoing in the sudden silence. He needed to relax. He needed her to understand.

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