The news hit Maria like a physical blow. The genetic test results, the diagnosis of the rare illness… all incorrect. The words echoed in her mind: “We are so, so sorry.” Her breath hitched in her chest.

She had spent months preparing for the worst, bracing herself and her family for what seemed inevitable. Now, that fear felt empty, a ghost of a feeling. There was a sense of disorientation, of not knowing where she stood.

She looked around the room, at the smiling faces of the medical staff, feeling like an outsider. The carefully constructed image she had of herself and her health was now shattered.

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