He’d almost choked on his coffee when he read the email. “Tree Removal Request,” the subject line had blared. It was from the new family next door, who’d moved in just last month. The message was polite, almost apologetic, but the intent was clear: they wanted his tree gone. He stared at the screen, a muscle ticking in his jaw.

He slammed his fist on the table, making the coffee cup jump. That tree was a legacy, a living thing that predated his own presence here. It was a source of shade, a haven for birds, a beauty in the landscape. How dare they?

He rose, pushing his chair back with a scrape, and began pacing the room, his agitation growing with each circuit. He was going to find out what they thought they were doing, and he was going to tell them precisely what he thought of their request.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296