The invitation sat on the coffee table, nestled between a stack of bills and a dog-eared copy of a book she’d been meaning to finish for six months. Chloe picked it up, her fingers tracing the glossy photo of her younger self. She looked so…alive.

She closed her eyes, remembering the vibrant energy that had once coursed through her. Now, she felt like a wilted flower, her colors faded, her petals drooping. The air in her apartment felt stale and heavy.

She glanced at the kitchen clock; 3:17 PM. She had promised to meet a friend. She took a step toward the door and felt her feet drag to a standstill. It was a struggle to breathe.

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