The small talk felt like a personal attack. "Isn't this a lovely day?" "The bride looks radiant!" Each platitude chipped away at his fragile calm.

Then he spotted her, standing near the dessert table. The sight of her, the curve of her neck, the way her hair caught the light… it was like being hit by a wave of pure frustration. He watched from afar as she started up a cheerful conversation.

He needed space, a vast expanse of empty space between them.

He suddenly felt claustrophobic, trapped within the walls of the elegant venue. He fumbled with his phone, pretending to check a message, anything to avoid eye contact.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205