He’d said no again. "Absolutely not," he'd declared, his voice firm, his jaw tight. Sarah chewed on her lip, a familiar habit she’d been trying to break. The rejection was like a punch to the gut. The image of the fluffy golden retriever puppy she'd been imagining all week shattered into a million pieces.

Later, she found herself staring out the window, the city lights blurring through unshed tears. The usually comforting hum of the street noises felt like a cruel reminder of her isolation. She missed her family, missed feeling understood.

He was probably already back in his room, engrossed in his video game, oblivious to the emotional wreck he’d left behind. A wave of bitterness washed over her. She picked up a coaster and tossed it into the trash, the gesture a futile expression of her inner turmoil.

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