He slammed his fist on the table, making the wine glasses tremble. "Preposterous!" he roared. He had just read the email. "Luigi's" - his favorite Italian place, the one that served the best seafood pasta this side of Naples - was ceasing operations.

He pushed his plate away, a half-eaten pasta dish sitting untouched in front of him. The meal had lost all its appeal. The waiter approached cautiously. "Is everything alright, sir?" he asked. The man waved him away dismissively.

He rose from his chair, tossing his napkin onto the table, and stalked out, ignoring the concerned glances from other diners.

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