The discovery was accidental, a stray email notification on the shared computer. Sarah opened the file, thinking it was a work document. Instead, it was a draft of a novel, a thinly veiled account of their life together. The protagonist, based on her, was shown as a difficult person.

She finished reading the chapter. The emotions of the protagonist were not her own. She was so angry she could hardly think. She felt a burning sensation in her chest.

She went outside, unable to be in the same room with the betrayal. She walked for hours, her footsteps echoing on the empty streets. The cool night air offered no solace, only a stark reminder of the coldness she felt inside.

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