The account details blazed on the screen, a fiery indictment. Henry’s knuckles were white as he gripped the mouse. He'd confided in her, shared his worries. He'd even taken a second job to make ends meet. And she… she had a secret cache, a trove of wealth built on his perceived weakness.

He slammed the laptop shut, the sudden noise splitting the air. He felt a wave of nausea wash over him.

He stormed into the kitchen. She was baking, humming a happy tune. "What's wrong?" she asked, noticing his expression. "Everything," he spat back, his voice thick with unspent emotions.

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