He stared at the screen, the vibrant colours of his daughter’s secret life a stark contrast to the monochrome of his own. It was like a door had slammed shut, and he was left outside in the cold. A dull throb began in his temples.

He stood up abruptly, knocking his chair backwards. It crashed to the floor.

Later, he couldn't bring himself to look at her. He made a hasty excuse and went to bed early. He pulled the covers over his head and waited for the night to end.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244