The car horn blared outside, an unwelcome intrusion on the already oppressive silence. He’d spent hours crafting a carefully worded passive-aggressive message to his neighbor about the overflowing trash cans. He wanted the guy to *know* how he felt. He’d accidentally sent it to the neighborhood watch group instead.

He slammed his fist against the steering wheel. The sudden impact made his hand throb. He stared at the phone. He knew they’d all see the message, interpret it incorrectly, and start a whole neighborhood feud. He imagined the judgmental eyes, the whispered conversations, the cold shoulders he’d be getting.

His chest constricted, making it difficult to breathe. He wanted to rip the phone apart. He gripped the steering wheel so hard his knuckles were bone-white. He felt a throbbing sensation behind his eyes.

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