He hated the silence. The quiet in the classroom was broken only by the clock ticking and the occasional bird chirping outside. Mr. Davies sat, a dark cloud of frustration rolling over him. He felt trapped. The kids were apathetic, the administration was overbearing, and his personal life was a wreck. A delivery person had just left a package at the front door.

His hands shook as he tore it open. It was a custom-made pen, engraved with his name. A handwritten card read, "Thank you for everything, sir! - Michael." Michael. The troublemaker, the slacker, the one who’d failed his class. He tossed the pen aside, the engraved inscription mocking him.

The phone rang. It was his ex-wife. She was late for the custody exchange.

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