The presentation had been a disaster. The audience bored, the feedback scathing. He slumped back in his chair, the leather creaking in protest. He wanted to shout, to smash something, to… Anything to release the pressure that built inside him.

"Interesting watch band, Ben," his colleague, Michael, offered. "Is that Camp Cedar Creek?"

He gave him a blank stare, and said nothing.

Michael continued to talk. "Wow, I was a counselor there one summer, and the other one. Remember the talent show?"

He inhaled a deep breath. He remembered. The lost magic show. The stage fright. “Yes,” he ground out, the word barely audible.

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