"Have you tried the 'Chef Pierre's Pesto Pasta'? It's to die for!" The words, from the loudmouth across the office, were like a slap in the face. Richard's shoulders tensed. Chef Pierre. The owner's famous friend.

Richard, the junior chef, had developed the pesto recipe at home, and his superior had stolen it. That pesto was his. His secret ingredient, his pride. It felt like something had been ripped away from him, leaving an ache in its place.

He slammed his computer shut, making the co-worker jump. He then walked into the bathroom and stared at himself in the mirror, searching for any signs of the injustice he had felt. His hands shook as he splashed water on his face.

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