The phone vibrated in her hand. A number she didn't recognize. She hesitated, her fingers hovering over the "answer" button. Curiosity, against her better judgment, prevailed. It was a woman, a stranger, claiming to be her half-sister.

She held the phone away from her ear, as if the words were physically repulsive. A sister? How was this possible? How could her father, a man who always preached honesty and integrity, keep such a monumental secret? The betrayal tasted like ash in her mouth.

She had always felt alone in the world. Now, suddenly, there was someone else. And she hated the idea. She wanted to scream. She hung up the phone.

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