He found himself pacing the cramped confines of his apartment, the drafty windows rattling with the wind. The mail had arrived, another glossy flyer for Mr. Henderson's private art collection. He knew, everyone in the building knew, that Mr. Henderson, with his quiet demeanor and penchant for wearing the same tweed jacket every day, was swimming in money. Mark had been struggling to pay rent for months. He had seen Mr. Henderson's sleek black car parked in the garage, the one Mark couldn’t even dream of affording. It made his jaw clench.

He picked up the phone, and found himself calling his landlord. "About the rent..." he said, his voice hesitant.

A bead of sweat trickled down his temple. He didn't even notice the small crack in the ceiling above his bed, until the thought of Mr. Henderson's opulent apartment, with its own private library.

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