The hum of the refrigerator felt magnified. David, finally home from a long day, was trying to unwind. A sharp rap on the door – another one.

“Package for Mr. Silas Blackwood," the delivery person announced. "You're at the right address, aren't you?”

David's forehead furrowed. Blackwood? He knew the previous tenant was some kind of eccentric, but he'd never known his name. "No, he doesn't live here anymore," he replied, his voice tight.

He signed the receipt and shut the door with a decisive click, feeling a strange tension gathering in his chest. He glanced at the box, then went to make dinner, leaving it where it sat.

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