A vein throbbed in Martha’s forehead as her brother, David, made the pronouncement. He spoke with a serene smile, hands clasped as though in prayer, about the peace he'd found in Buddhism. Martha’s jaw tightened. The antique tea set, usually a source of comfort, now felt like a weapon in her hands. She gripped the delicate handle, knuckles white, and stared at the swirling floral patterns. Peace? He'd always been the most chaotic member of the family! She set the cup down with a harsh clatter that echoed in the suddenly silent living room.

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