The chipped paint on the park bench seemed to mock Maya. Sun beat down, but she felt chilled to the bone. She'd been struggling to climb the corporate ladder, each promotion feeling further out of reach. Suddenly, her friend Chloe's job in advertising, the one she constantly spoke of with such excitement, was revealed to be nothing but a glorified receptionist position. The revelation, coupled with Chloe’s forced laughter when questioned, felt like a punch to the gut. Maya picked at the threads of her jeans.

"It's just… exhausting," she finally admitted, the words barely a breath. The park, usually a source of calm, now seemed to press in on her, its boundaries a cage.

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