"So, you're… settled?" Her father’s question hung in the air, heavy with a weight Liam didn’t want to carry. He stared out the window at the neighbor's perfectly manicured lawn, anything to avoid meeting his father's gaze. A wave of heat washed over him, making his palms slick. It was as if the pressure cooker of his childhood had been turned up again. The comfortable silence of his apartment, the solitude he had craved, was a world away. Now, everything felt brittle, like thin glass.

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