Mr. Evans stared at the bills on his desk, the weight of financial burden pressing down on him. The school board had cut his budget, and he was already working a second job. He was not prepared for this. A small package sat on his desk, an intrusion in the already overloaded space. It was a cruel irony.

He picked it up, feeling a tremor in his hand. He ripped the paper, revealing a framed photograph. A picture of him with a group of students, their faces beaming with joy. A note read: "You made a difference, Mr. Evans." He slammed his fist down on the desk.

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