The silence in the weight room was broken only by the rhythmic clanking of weights, a sound that amplified the fury churning inside David. He had dedicated his life to powerlifting, sacrificing everything for his shot at the regional competition. The list of qualifiers hung on the wall, and his name was not among them.

He slammed the barbell onto the floor, the metal vibrating with the force of his frustration. The other lifters, their faces a mix of elation and relief, glanced at him with a mixture of pity and indifference. He didn’t want their pity. He wanted their respect, the respect he knew he earned.

He wiped his brow with a towel, the simple action doing little to soothe the rage that burned within him. He’d trained harder than anyone. He'd pushed through the pain, the fatigue. And for what? To be overlooked.

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