The lilies arrived on a Tuesday, pale and perfect in their cellophane sheath. Sarah’s jaw clenched. She stared at the delivery person, expecting a name, a clue, anything. But there was nothing. Just the flowers, a stark white against the dull grey of the hallway. She took the bouquet, the paper rustling in her suddenly shaky hands, and shut the door with a decisive click.

Back in the apartment, she carefully trimmed the stems, arranging the lilies in a crystal vase. The scent was cloying, almost offensive. She'd always loved lilies. Now, the fragrance filled the room, a fragrant mockery of a gesture. She wandered over to the window, the vase clutched to her chest, and watched the traffic crawl along the street, feeling a coldness settle in her stomach.

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