The letter was found tucked inside a worn copy of "Pride and Prejudice". Mark frowned as he read the opening words. He had been so young, so full of what he thought was wisdom. The target was his brother, whom he had written about.

The familiar bile rose in his throat. He had been so sure of his perspective, so convinced of his righteousness. He had written about his brother's perceived failings. He felt his hands clench into fists.

He crumpled the letter, the paper crinkling loudly in the otherwise silent room. He would have to take a walk to cool off, he thought.

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