The florescent lights of the gym seemed to buzz with a malevolent energy. Maya watched as Coach Rodriguez carefully folded the tryout roster, her movements precise and detached. A burning sensation erupted in Maya's chest. All that striving, all the sacrifices – for nothing?

"But… I made the free throws," Maya stammered, her voice barely a whisper. She remembered the hours she spent practicing, the ache in her arms.

Coach Rodriguez offered a polite smile, but Maya could see the dismissal in her eyes. It was a practiced look, one Maya had seen before when she'd had to accept defeat. The gym around her felt suddenly enormous, and she felt impossibly small.

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