The news arrived via a company-wide announcement. John's chest felt constricted, as if a hand were squeezing the air from his lungs. The announcement named Emily, and his breath hitched.

He couldn't meet her gaze when she offered a sincere smile and a warm, “Congratulations.” His throat tightened. He mumbled a quick reply, the words barely audible. His face burned with a heat he couldn’t explain.

John decided to work through lunch. The usual cheerful chatter of the office cafeteria grated on his nerves. He devoured his sandwich in silence, the food tasting like cardboard. He didn’t want to go back to his desk, but that was where he was supposed to be.

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