Liam was pacing. Back and forth, across the worn rug in his tiny living room. The news, delivered by a curt phone call, had set his teeth on edge. He flexed his hands, the muscles in his forearms bunching tight.

He kicked a discarded water bottle across the floor. The plastic skittered, a pathetic, insignificant sound. He stopped, staring out the window at the vibrant green of the park across the street. A couple strolled hand-in-hand, laughing. He clenched his jaw, his cheekbones feeling tight, strained. He needed to get out, to *do* something.

“Congratulations, Liam!” he could almost hear Sarah's voice, sickeningly cheerful.

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