The saw's jagged teeth had done their work. Amelia stood at the edge of the empty space, the sun dappling through where the canopy had once been. Her hands clenched into fists, nails digging crescents into her palms. The air felt thin, robbed of the leafy perfume she'd anticipated breathing in. A single, stubborn tear traced a path down her cheek, leaving a clean, glistening track. She hadn't visited the old oak in years, but knowing it was there, a silent sentinel, had brought a strange comfort. Now, there was just a stump, a brutal, ugly scar on the landscape.

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