Her stepmother, bless her heart, had tried to break the news gently. But nothing could have prepared her for the reality. A new sister. This woman, decades younger, was a constant reminder of a secret.

She took a long, shaky breath. The room, usually a haven, felt small and oppressive. She excused herself and went out, needing to be alone. She walked for hours.

Her fury simmered beneath the surface. She felt a burning need for something, a deep-seated craving for validation. She kicked a pebble into the street, the sound a small explosion of frustration. The idea of a shared history, of a parallel life, was a poison.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217