“Another one?” her friend, Chloe, asked, eyebrow arched. The arrangement of mixed wildflowers sat on the kitchen counter, bright and chaotic. No, it wasn't the kind of bouquet she'd normally like. “No card again?”

She shrugged, forcing a smile. She started preparing dinner, the clatter of pots and pans filling the air. She moved around the kitchen, and it felt harder than it should. “It’s fine,” she said, her voice thin, “just… wildflowers.” She paused, a small tremor running through her.

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