He hadn't been to his father’s house in years, but the summons was unavoidable. The will. The reading. The other child. As the attorney spoke, the world tilted slightly. He focused intently on the patterns of the carpet, the grain of the wood, anything to avoid meeting his stepmother's apologetic gaze.

Afterward, he took a deep breath of the cold air outside. The familiar scent of autumn leaves did not bring the usual comfort. The knowledge sat heavy in his stomach, a lead weight.

He drove home, his hands clenched tight on the steering wheel. He wanted to shatter something, to scream until his voice gave out. The betrayal felt profound, a deep wound in his soul. This other child... she was an insult, a living affront.

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