The bland cafeteria food suddenly tasted like ash in Michael’s mouth. He stabbed at a limp piece of broccoli, the metal fork scraping against the plastic tray. He felt a throbbing ache behind his eyes. He had to defend himself, but the words wouldn't come.

The accusations, so easily made, felt like a physical blow. The injustice of it all was almost unbearable. He wanted to stomp his feet, to shout, to make them understand. He slumped, picking at the unappetizing meal, trying to swallow down the emotion.

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