The world seemed to tilt on its axis as Emily sat across from the administrator. It was a simple error, they said. A mix-up in the lab. The medication she'd been taking for months? Not meant for her. Her face burned. Her body felt alien, as if she was living in someone else's skin.

She kept her gaze fixed on her hands, twisting them in her lap. The administrator was rambling, offering apologies, but the words were meaningless. She had trusted these people. She had given them her health.

A hot, unshed tear escaped and traced a path down her cheek. The medication she was taking was not meant for her, and she felt like a fraud.

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