The envelope felt strangely heavy in his hand. He’d seen the postman leave it earlier, a fat, cream-colored envelope, the kind that screamed "official business." He didn't even recognize the handwriting. It was addressed to "Ms. Eleanor Vance," the name of the woman who’d lived here before him.

He crumpled the envelope in his fist, its edges creasing. The audacity of the mail service to misdirect something like this! What could it possibly be? He quickly threw it in the trash. He should have just ignored it, but his mind kept dwelling on it.

He imagined the contents: a bill, a summons, something unpleasant. He imagined the woman receiving it: unconcerned. He went back to the trash, pulled the envelope out, and tore it to shreds. He did it again.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256