The old trunk, heavy with unspoken secrets, sat in the center of the room. Emily opened it with a sigh. She'd been asked to organize the family heirlooms, a task she had been postponing for far too long. She flipped through a stack of old photos and found one of her mother, laughing and embracing a man who was not her father. All her life, she had heard stories of her parents' enduring love, their unwavering commitment. A wave of nausea washed over her. The revelation felt like a physical blow. The room seemed to shrink around her, making it impossible to escape. She felt the world closing in, leaving her unable to take the next step.

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