The editor’s polite, even condescending, tone rang in David's ears. He flung the rejection letter across the room. It landed near the fireplace, its pristine white surface a stark contrast to the sooty brick. He felt a surge of heat rush through him, from his core to the tips of his fingers.

He slammed his fist against the wall, wincing at the impact. His own words, his own *soul*, had been deemed insignificant. He glanced at the pile of unopened acceptance letters from literary magazines and thought that they were now his enemies. He would make them pay for this. He had to.

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