The bus station buzzed with a frenetic energy that only served to intensify the stillness within Amelia. She clutched a lukewarm coffee, her fingers numb. Across the crowded waiting area, Ethan was saying goodbye, his face animated as he spoke to their shared friends. He was off to California, to take on the world.

She watched him, the crowd a blur around her.

She shifted, the plastic cup digging into her palm. She felt like everything she used to enjoy, all the things that made her laugh, had been swallowed by a great, yawning nothingness. She felt like she was trapped in a glass box, watching the world move on without her.

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