He tapped his pen against the table, the sound echoing in the otherwise quiet library. The sheer audacity of it! Ben, of all people, claiming he’d been the one to suggest they try out for the school play. It was *his* dream, *his* fevered ambition, that had led them to audition.

"Come on, Leo," Ben said, a friendly smile plastered on his face. "You were so nervous, remember? I had to practically drag you up on stage."

Leo’s jaw clenched. Drag him? He remembered rehearsing his lines for weeks, practicing his walk, obsessing over every gesture. Ben, meanwhile, had been off flirting with the stage crew. He ran a hand through his hair, the familiar frustration prickling at the back of his neck. His stomach felt tight, like a fist was squeezing it.

"I distinctly recall *you* being more concerned with the lighting crew than anything else," he finally muttered, his voice low.

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