"There's been a mistake." Those four words, spoken with practiced empathy, stole the air from Sarah's lungs. She could feel the blood drain from her face. Her hands, usually so steady, were now trembling as she gripped her purse. The specialist, a man whose face she'd stared at for hours waiting for news, began to unravel the truth.

The genetic markers, the tests... all wrong. The family's relief would be immense; the doctors had spent weeks fighting for the wrong cause. Sarah knew she should be ecstatic. Instead, she felt a terrible, empty hollow inside.

She remembered the fear sheโ€™d faced, the life she'd imagined she would live or not live. What now? The question echoed inside her skull. The weight of the last few months felt heavy on her shoulders.

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
๐Ÿ˜ž0.328
๐Ÿ˜ข0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244