The dog, a rambunctious husky, had escaped and was digging up the prize-winning petunias. Thomas felt a prickling heat under his skin, as if he were being slowly burnt. He'd put so much work into the garden, especially after his wife had passed last year.

He clenched his fists so tightly his nails bit into his palms. The frustration, the ache of it, made him want to cry out.

He took a deep breath, willing himself to calm down. He should say something, but the words wouldn't come. He just wanted to be left alone.

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