The elevator ride felt interminable. John leaned against the cold metal, his jaw tight. He’d just left a performance review that felt… hollow. He'd poured his heart into this company for fifteen years.

During the lunch break, he’d overheard a conversation between two junior associates. Their casual discussion about salaries had made him feel as if someone had just punched him in the gut.

He considered quitting, but the thought was immediately dismissed. He had a mortgage, a family to support. He felt trapped. The elevator doors finally opened, and he stepped out, his shoulders slumped.

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