"More flowers," she muttered, the words catching in her throat. Her roommate, Liam, glanced up from his laptop. Another delivery, this time sunflowers. Bright, cheerful, and absolutely anonymous. She'd hoped it was from him. She knew it wasn't.

She set the vase on the windowsill, pushing aside the old, dried flowers already there. She walked to the window and watched the world outside, the vibrant yellow sunflowers contrasting with her bleak mood. A sigh escaped her lips as she gazed out, clutching her mug of coffee. The sun had set, and it was getting dark.

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