Sweat slicked Marcus’s palms as Coach Miller clapped him on the shoulder. “Marcus, son, we need you to move to cornerback.” The words hung in the humid air, thick and unwelcome.

He swallowed, his throat suddenly tight. Years of dedicated work, countless hours spent perfecting his technique at linebacker, felt like they were being tossed aside like yesterday's trash. A muscle in his jaw began to twitch.

“Cornerback? But… I’m a linebacker,” Marcus managed, his voice a low rumble. He could practically feel the blood rushing to his face, making his cheeks burn. The other players milled around, pretending to be occupied with stretching, but their ears were definitely perked.

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