The patent application was right there, staring back at her from the screen. Filed six months before hers. Sixty-seven pages, diagrams included, and a detailed description of the exact self-folding laundry basket she'd spent the last year perfecting. Sarah slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. Her hands clenched into fists, nails digging into her palms. A hot flush crept up her neck, making her skin prickle. She paced the length of her tiny living room, muttering under her breath about corporate thieves and the inherent unfairness of the universe.

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