“No,” she whispered, her voice barely audible. The judge had just announced the finalists for the competition, and her name hadn’t been called. Chloe had spent months perfecting her choreography, envisioning herself on that stage.

Her legs felt like lead, rooted to the spot. Her meticulously applied makeup felt like a mask, stiff and unnatural on her face. Around her, dancers were hugging, congratulating each other, their joy a sharp, piercing pain.

She forced a smile, a brittle facade, and walked towards the exit, her carefully constructed dreams crumbling into dust behind 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