He was finally making progress on the shed, hammering the final board into place. The sound of footsteps on the gravel path interrupted his concentration. "Morning, Robert!" Mrs. Peterson called out, her voice loud and cheerful.

Robert’s hand tightened around the hammer. He loved his shed, it was his own solitary project, a place to escape. The prospect of Mrs. Peterson wanting to use his land, to disturb his quiet peace, sent a jolt of displeasure through him.

He turned, the hammer still clutched in his hand. He listened to her proposal, his features growing increasingly strained. He tapped the hammer against his leg, a nervous habit. "I don’t know about that," he said, his voice flat. He turned back to the shed, suddenly consumed by the task at hand.

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