Liam slammed the locker room door, the metal echoing his frustration. He’d poured his heart and soul into making varsity, into proving his worth to the football team. He’d lifted, he’d run, he’d sweated until his muscles screamed. But the roster, that cruel collection of names, offered no recognition. Only the chilling silence of rejection.

He kicked a discarded water bottle across the room. It bounced off a bench, the hollow sound amplifying his inner turmoil. The air in the locker room felt thick, oppressive, tainted with the smug scent of winning. He remembered the celebratory whoops from the other players, their boisterous congratulations, the way they slapped each other’s backs.

His jaw clenched. He was supposed to be celebrating too. He was supposed to be heading onto the field with them. He wasn't and the injustice of it all burned with a white-hot intensity.

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