The relentless sun beat down on her, turning the air thick and heavy. She squinted, picking through the remnants of someone else's life. Then, nestled between a broken vacuum cleaner and a box of chipped mugs, she saw him. Rufus. He looked smaller, somehow, his fur worn thin, his button eyes dull.

“How much for the teddy bear?” she asked, her voice tight. The elderly man behind the table squinted back at her, his lips pursed. "Five dollars. Cheap at the price, considering." Cheap? She almost choked on the word.

She remembered the nights she had held him close. The countless adventures they'd embarked on. The comfort he provided after the long nights spent with her grandmother. It felt almost profane to see him here, reduced to a yard sale afterthought. She paid quickly, her fingers trembling slightly as she clutched him to her chest, as if she could protect him from further indignity.

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