The band’s rendition of "I Got You Babe" was a personal affront to everything Daniel believed in. He watched as Chloe, his ex, moved effortlessly through the crowd, laughing at something the best man had said. Each smile felt like a slap in the face.

He found himself tapping his foot relentlessly. The dance floor, packed with whirling couples, seemed to mock his solitude. He wished, with a desperate longing, that he hadn't agreed to come. He was being made to feel as though he was a sideshow at his own expense.

He needed air, he realized. He needed to get away from the forced merriment, from the echoes of their shared past that now felt like a cruel joke.

He slipped towards the patio door. The cold night air was a welcome relief.

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