The news broke through a social media post, a meme. His “Celestial Dance” had been tattooed, and the image had gone viral. He was trending - but not in the way he wanted. His name was attached, but not the way he expected.

He felt a burning sensation in his cheeks. He could hear the hum of his own heartbeat, drumming in his ears. He scrolled through the comments, each one a tiny stab of annoyance. "Cool tattoo!" "Great artwork!" "Where can I get one?"

His fingers trembled as he typed a reply, then deleted it. He deleted it again. And again. The words caught in his throat. He felt exposed, vulnerable, and deeply annoyed. He needed to get away from his computer, from all of it.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256