The envelope in her hand felt flimsy, insulting. Inside, a single, faded photograph and a note. “A lifetime of memories.” That was all. Her brother, Charles, on the other hand, had received their grandmother's diamond necklace. It glittered on his wrist, catching the sunlight streaming through the window.

Eliza crumpled the paper in her fist. Her inheritance: a relic. Charles’s: wealth. Their grandmother's favorite memory, the photograph, showed a faded picture of their childhood adventures together. A reminder of what she had lost. He got the family fortune, and she got sentimentality.

She felt a wave of nausea. He hadn't even bothered to open the envelope. He was too busy admiring the necklace, the symbol of everything she felt she deserved.

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