He stared at the canvas, a vast expanse of white taunting him. Miles had been wrestling with this painting for weeks, his creative energy utterly depleted. He wanted to capture the essence of a forgotten city, to evoke a sense of its ghosts. But the city remained stubbornly absent.

Then, a text message. From a gallery owner. "Intrigued by your new work, Miles. But I've just seen something very similar by another artist…"

His hands felt clammy. He scrolled through the attached images. They were almost… too similar. The same color palette, the same architectural style, the same feeling of melancholy. A deep sigh escaped him. He felt as though the air had been squeezed out of his lungs.

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