The cheerful, pre-printed address labels on the mailing packet now felt like an insult. He ripped the envelope open, the edges of the paper tearing unevenly. Adopted. The single word on the results page was a punch to the gut. He felt the blood pounding in his temples.

He slammed his fist on the table, making the half-eaten bowl of cereal jump. His carefully constructed identity, the one he had so painstakingly built, now seemed like a flimsy house of cards. The comfortable routine of his morning felt tainted.

“Damn it all,” he growled, the words barely audible. He went outside for a walk.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224