A wave of icy numbness washed over Olivia. The tests she’d received were not hers. The doctor’s words were a distant echo in her ears. The life she’d planned, the treatments she had prepared for, were all based on a lie. A mistake.

She blinked, struggling to focus. Her hands were ice cold. Her jaw clenched. The feeling of being betrayed by fate was immense.

She stood up abruptly, knocking over her chair. The simple act felt like an explosion. She wanted to scream, to lash out, to break something. She bit her lip until she tasted blood, trying to find some semblance of control.

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