The aroma of freshly brewed coffee, usually a source of comfort, now felt like a taunt. Across the table, Samuel, his coworker, beamed, showcasing a nearly identical project. He, too, felt the same rage. The same ideas. The same execution. All his work.

His breath hitched. He fought the urge to leap up and shout. He clenched his jaw, the muscles in his neck straining. A wave of heat washed over him. This was not right.

He forced a smile, though it felt as brittle as glass. He had to stay calm. He had to be professional. But the fury within him threatened to consume him.

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