She slammed the door of the pottery studio, the sound echoing in the cavernous space. The air hung thick with the scent of clay and the ghost of her mother's absent touch. Every surface, every tool, was now covered in her daughter, Lily’s, creations, meticulously crafted and displayed.

Her fingers fidgeted, the urge to reach out and touch something, anything, almost overwhelming. It was the same kiln, the same glazes, the same techniques, yet everything felt alien. The pottery wheel, once a source of solace and joy, now seemed to sneer at her.

"Mom, can you help me with this?" Lily's voice, brimming with confidence, broke the quiet. Her mother forced a smile. "Of course, dear." She forced her hands into motion, the familiar rhythm of the craft feeling like a mockery of her own feelings. The vibrant colors of the glaze seemed to mock 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