He saw the box the moment he pulled into his driveway. “Michael Davidson” it read, in bold black marker. He parked his car with a jerk, the tires spitting gravel. *Michael Davidson.* He slammed the car door with enough force to make the windows rattle.

He trudged toward the house, his steps heavy. He felt a simmering resentment building within him. He was tired of these constant reminders of the previous owner.

He kicked the box; he wanted to destroy it. He resisted, taking a deep breath and forcing himself to open the package. Inside was a gardening book. He picked it up and ripped the cover off, letting the pieces of paper fall to the ground. Then, he tossed the ruined remains into the trash.

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