He found it, of course. That smug, overpaid lawyer, the kind who probably never even knew the price of a loaf of bread. The wallet, bulging with crisp hundred dollar bills, sat nestled in the gutter like a discarded treasure. Mark picked it up, scowling. It was a joke, a cosmic prank. He, who struggled to make rent each month, discovers this?

"Typical," he growled under his breath, kicking a stray pebble across the sidewalk. The sun felt too bright, the air too thin. He needed a drink, a strong one.

He flipped through the wallet's contents, the lawyer's photo leering back at him. What a life, he thought bitterly. Free parking, expensive suits, and now... this. He crammed the wallet back into his pocket, his hand tightening around the edges. He should call, he supposed. But why?

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