The email arrived at 2:00 am, jolting Sarah awake. "Michael Peterson wants to connect." Sleep deserted her instantly. She sat up in bed, heart thumping, the digital glow of her phone illuminating her face.

She remembered the relentless teasing, the whispers in the hallways. A wave of heat washed over her, a flush that crept up her neck and into her cheeks. Her fingers began to tap a restless rhythm on her thigh.

She stared at the ceiling, the darkness a suffocating blanket. She didn't want to think, but her mind provided only unwanted memories. He looked so happy in the photos on the profile.

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