The package arrived anonymously, a plain brown box containing an old photograph and a letter. The photograph was from her days in college, and the letter was from a friend who’d betrayed her. The memories came flooding back, vivid and raw. Her hands trembled as she pulled the envelope open.

She retreated to her bedroom, shutting the door. Her skin prickled. A sense of suffocation enveloped her. She felt like she was drowning.

She sat on the edge of the bed, the letter a crumpled mess in her lap. The words, so carefully chosen, cut through her like shards of glass. A wave of regret washed over her.

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