Rain lashed against the windows of the pottery studio, mirroring the tempest inside Amelia. She stared at the kiln, the clay pieces inside her own creations waiting to be fired, but the heat seemed miles away. She'd come in every day for weeks, expecting to find Elias, his familiar presence a grounding anchor. Now, the space felt vast, cold. A single note, tucked under a bag of her unused glazes, was the only farewell. *Gone. The lease is yours. Use it well.* The words, so curt, so impersonal, echoed the hollowness that had settled in her chest. She picked up a lump of clay, her fingers kneading, and then smashed it against the table. The action did not give her the satisfaction she craved.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263