The attic air tasted of dust and forgotten things. Sarah coughed, waving away a cobweb that brushed her face. Sunlight sliced through a crack in the boarded-up window, illuminating motes dancing in the gloom. She hadn't been up here in years, not since... well, not since everything. A cardboard box labeled "Memories" sat at her feet. She knelt, her fingers trembling as she lifted the lid.

Inside, nestled amongst yellowed photographs and dried flowers, was a letter. Her handwriting, messy and frantic, screamed from the page. It was addressed to her mother, written a week after the argument that shattered their relationship. As she unfolded the paper, a coldness spread through her limbs.

"Dear Mom," she read aloud, the words catching in her throat. She gripped the paper tightly, the edges crinkling under her pressure. The words, once meant to bridge the chasm between them, now felt like shards of glass. She could almost feel the phantom ache in her chest.

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