"Impossible," Clara breathed. Her fingers trembled as she scrolled through the family tree her test revealed. Her family, the proud and prosperous Abbotts, now seemed like strangers in a hall of mirrors. The screen swam with unknown names, unfamiliar faces. She ran her hand through her hair, tugging at the strands, wishing she could pull out the offending information. Clara rose abruptly, paced the length of her lavish living room, and then stopped, staring at the portrait of her supposed father, a man she had idolized. Anger coiled inside her.

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