The smell of freshly cut grass, usually a source of comfort, suddenly felt cloying. Michael slammed the mower into the shed, the metal door rattling in protest. He had been looking forward to a quiet evening, a beer and a good book. Then, the knocking.

He opened the door to find Mr. Peterson, his neighbor, practically vibrating with enthusiasm. "Michael, buddy! Got a proposition for ya!" Mr. Peterson gestured towards the fence line with a large, dirt-stained hand.

Michael felt a surge of heat flood his face. The idea of sharing his space – his *sanctuary* – with Mr. Peterson's unruly tomato plants filled him with a restless unease. "I'm not sure that would work," he said, his voice clipped. He wanted nothing more than to shut the door and lock it, but politeness, that damnable societal expectation, held him back.

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