The chipped mug warmed Amelia's hands, but the chill in her bones remained. She stared out the rain-streaked window at the monotonous grey sky, mirroring her mood. The biography, “Amelia – A Life Unfolding,” had landed on her doorstep this morning. A glossy cover featuring a smiling version of herself, a self she barely recognized anymore. The words inside, detailing her childhood, her failed attempts at art school, her monotonous office job... They felt like a cage, defining her existence in ways she couldn't escape. Her breath hitched. She felt constricted, a pressure building in her chest, mirroring the tight feeling around the throat.

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