The injustice of it all burned in her. Chloe’s face flushed as she argued her case, her voice cracking with the strain. The panel of judges remained impassive, their faces offering no comfort. She felt a strange tingling in her extremities, as though her blood was boiling.

Later, she found herself in the university cafeteria, the usual hubbub of conversation grating on her nerves. She ordered a coffee but couldn't bring herself to drink it. The familiar sounds of the cafeteria, once comforting, now felt like an intrusion. She pushed the food around on her plate.

She felt overwhelmed, drowning in a sea of suspicion.

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