The aroma of freshly brewed coffee did nothing to lift Elena’s mood. The request from Bethany Hayes sat on her phone screen, a digital reminder of a childhood she'd rather forget. She’d quit her job, broken up with her boyfriend, and now she sat at the kitchen table, feeling as if she were trapped in a glass box.

She stared out the window at the bustling street below, a vibrant world she could not join. The city noise felt like a blur, a reminder of the life passing her by. The coffee grew cold in her cup. She wanted to travel the world, but the thought filled her with panic.

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