The heat prickled at Michael's skin. Sweat beaded on his forehead as he wrestled with the jammed lock on the front door. His sister, Clara, was already inside, marveling at the "charm" of the old place. Charm. He felt a bitter laugh bubble up in his throat. This house, this inheritance, felt like a cage, a binding promise.

He shoved harder, his shoulder aching. The lock finally gave way with a jarring snap. He stumbled inside, the air thick with the scent of dust and decay.

“Michael, are you okay?” Clara’s voice, concerned. He just wanted to walk away.

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