Eliza stared at the spreadsheet, her vision blurring. She’d spent weeks perfecting her routine, her performance, pouring over every detail, every movement. The dance team tryouts were a disaster. Apparently, she just wasn't good enough. Her mouth felt dry, and she had to swallow.

The other girls were already whispering, giggling, celebrating their success. Their happiness felt like a personal insult, a cruel reminder of her failure. Her hands trembled, her fingers itching with a desire to tear the sheet down.

She felt a wave of nausea. She should have been right there with them. She deserved it. The injustice of it all left a bitter taste in her mouth.

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