The insurance agent’s voice on the phone was smooth, devoid of any empathy. "Accidents happen, sir," he said. He had the gall to offer a smile. Michael felt a cold knot tighten in his stomach. The insurance company's nonchalance only intensified the feeling.

He gripped the phone so hard his knuckles were white. His jaw was clenched, his temples pounding. He fought the urge to shout, to unleash the torrent of words threatening to erupt.

He slammed the phone back onto the receiver, the loud crack echoing in the otherwise silent house. The injustice of the situation felt like a physical blow. He wasn't going to let this go.

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