The sheer disregard of it. Mark, after decades together, the woman he loved had aspirations that didn't include him! He found the list while cleaning the attic, and each entry was a fresh wound. “See the Louvre." "Volunteer at an animal shelter." "Learn to code."

He cornered her in the kitchen, where she was making tea. "Margaret," he began, his voice barely above a whisper. He showed her the list, the paper trembling in his hands.

Her eyes widened, and then she let out a short laugh. "Oh, that old thing," she said with a shrug. "Just some dreams." Mark felt a peculiar twist in his stomach, a physical manifestation of his simmering anger. The air thickened.

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