The slow dance was a torture. Every embrace, every swaying couple, felt like a deliberate act of cruelty. Then he saw her. Across the dance floor, laughing with a new man, her face lit up.

The world seemed to shrink, the music became a blur, and a bitter taste filled his mouth. He felt a sudden, inexplicable urge to do something drastic, to shatter the illusion of her happiness. He fumbled for his glass of water, spilling some down his shirt.

He stood there, frozen. He was so far from being okay.

He took a deep breath.

He needed to leave.

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