Maya ran a hand through her hair, finding a knot she'd been picking at all morning. The news – Finch’s plagiarism of her short story – hit her like a physical blow. The world, once vibrant with possibility, now felt muted, gray. She slammed her laptop shut, the metallic clang echoing in the small apartment. She hated that she’d idolized him. She'd plastered his quotes on her walls, read every interview, even tried to emulate his writing style. She paced her small living room, the worn rug offering no solace to the turmoil churning within 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