The letter arrived in the mail, a crisp, official document that felt like a slap in the face. It had been weeks since she submitted her application, weeks of waiting, of hopeful anticipation. Now, it was over.

She read the letter twice, then a third time, hoping the words would change. They didn’t. She closed her eyes, imagining the disappointment on her parents' faces. She closed the letter and tossed it on the table.

She walked into the bathroom, staring at her reflection. Her face was pale, and her eyes, usually bright, were now dull and lifeless. She turned on the tap, splashing cold water on her face, hoping to wash away the feeling.

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