He’d come home early, which, in itself, was unusual. He was humming a tune as he walked through the door. She tried to smile, but the expression felt unnatural on her face. Something was off.

"How was your day, honey?" she asked, her voice faltering.

He shrugged, then casually picked up the newspaper. He began to read an article out loud in Polish. She didn’t know this language, but she knew what he was doing. Her family spoke it.

She walked out to the garden. She sat on the swing, staring into the distance, lost in thought. The air felt thin, and she had trouble breathing.

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