The smell of stale beer filled the air as he swiped at a smear of condensation on the pub table. He couldn’t believe this. Sarah was telling people *he* had ditched her at the bar that night. He was the one who ended up alone, waiting for her for hours.

"Come on, Chris," Sarah said, laughing. "You were the one who ran off to talk to the blonde at the end of the bar. I thought you had left.”

Chris's jaw tightened. He distinctly remembered her getting pulled into a conversation with some other friends. He had remained seated, nursing his drink, feeling abandoned. The memory was so vivid, the loneliness so palpable. He ran a hand through his hair. "I never even saw a blonde," he mumbled under his breath.

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