"Another rejection," Maya muttered, tossing the email onto the cluttered desk. Her apartment, once a vibrant hub of creativity, had slowly devolved into a space of dusty canvases and half-finished projects. She felt a weight bearing down on her, a pressure that squeezed the air from her lungs.

A direct message appeared on her Instagram. A photo of a tattoo. A direct copy of her "Ephemeral Bloom" series, delicately inked on a shoulder blade. A feeling of… constraint washed over her.

She tapped on the profile. A young woman, smiling. "Obsessed! Thank you for the inspiration!" The words felt like a violation. Maya had poured her heart, her dreams, into that piece. It was a cry for freedom and the fleeting beauty of life. It was now someone else’s property.

She felt the sharp sting of tears, not from sadness, but from a frustration she couldn’t name. She wanted to scream, to run, to smash something. Instead, she just sat, still, the digital image burning in her mind.

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