He slammed the book shut, the sound echoing in the otherwise quiet cafe. Coffee, cold and stale, sat untouched on the table beside him. The novel, purchased second-hand, had been a disappointment, a rambling mess of clichés. As he tossed it in his bag, a note slid from its pages. He caught it before it could reach the ground, his fingers curling into tight fists.

It was a recipe, handwritten on faded stationery. His stomach clenched. What was the point of a recipe? He just wanted a good story. He glared at the offending paper, his jaw working as if chewing something tough, and balled it up, tossing it into the overflowing trash bin beside him.

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