He slammed the gardening shears onto the shed's workbench, the metal clanging against the wood. The late afternoon sun was already casting long shadows, but Mr. Peterson's request had completely ruined his evening. He just wanted to relax.

He paced back and forth, the gravel crunching under his boots. The oak tree was *his* responsibility, he had the feeling, even if technically it wasn't.

He kicked a small stone, sending it skittering across the lawn. This would require more time, more energy, more conflict. Ugh.

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