Sarah glared at the vibrant drawing tacked to the refrigerator. It depicted a fluffy, purple creature with mismatched eyes – the very same creature she had confided in during her youth. The realization tightened her chest, a physical ache she couldn't explain.

Her sister entered the kitchen, humming. "Isn't it precious? Lily's new friend!"

Sarah managed a tight smile. "Yeah, adorable." But her gaze remained fixed on the illustration, the vibrant colors mocking the emptiness she felt. She turned away, needing to escape the warmth of the kitchen, the joy of her sister, and the unsettling familiarity staring back at her. A cold sweat slicked her palms.

She went outside, where the wind whipped around her, stinging her face, but she welcomed the sensation.

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