He marched through the park, his gait stiff, his jaw tight. The crisp autumn air offered no solace. The rejection letter was crumpled in his pocket, a tangible weight against his thigh. He felt a tremor of rage – not just at the editor, but at the entire publishing industry. At the world.

He stopped, kicking a pile of fallen leaves into the air. They swirled around him, a chaotic dance mirroring the turmoil within. He wanted to scream. He wanted to tear something apart. He wanted them to understand, to *know* the depth and richness of his work.

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