The hospital waiting room felt cold, the sterile environment amplifying the coldness inside her. She hated hospitals, the smells, the white walls, the constant reminder of her own precarious state. The diagnosis had upended her life, leaving her adrift in a sea of uncertainty.

A man sat down beside her, his face etched with a similar weariness. He held a small, worn book, his fingers tracing the cover. He looked up, their eyes met, and she felt a jolt of recognition. They both knew the language, the medical terminology that had become their common curse.

He cleared his throat. “They told me,” he began, his voice flat, “that I was alone.” Then he looked at her again. The unspoken truth hung in the air: they weren’t alone.

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