“Unbelievable.” This was the only thought that ran through Patricia’s mind as she stared at the letter. After all this time, she thought, the audacity. She’d learned to live with the pain, to accept the wound that had been inflicted.

She had built a life, a good life. A life, even. Now, a simple letter was threatening to destroy the peace she had worked so hard to achieve.

She crumpled the paper, her fingers trembling, and tossed it into the fireplace. It landed, a pale white lump, at the edge of the grate. She grabbed a match and struck it. The flame, small and insignificant at first, spread, and then engulfed the paper, but she watched, her jaw set.

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