He re-read the list, his face a mask of disbelief. "Write a screenplay." "Live in Paris for a year." "Take a culinary course." The audacity! All these years, he'd thought they were building a life together, and she had entirely separate plans. He felt a throbbing sensation in his temples.

He found her on the patio, tending her herb garden. He walked toward her, the paper crinkling in his hand. "Sarah," he said, his voice tight. "What is this?" He held up the list, his fingers gripping the edges tightly.

She turned, wiping dirt from her hands. "Oh, that?" she replied, a nervous edge in her voice. "Just some… personal goals." He stared at her, the silence stretching between them, thick and heavy.

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