The studio air hung thick with the smell of turpentine and regret. Amelia hadn't touched a brush in weeks, the canvases stacked against the wall gathering dust like unwanted memories. Her fingers tapped a restless rhythm on the worn wooden table, a metronome counting down to… what? She didn’t know. The email, when it finally pinged, seemed to confirm this void. A gallery, exhibiting her "lost work." Her lost, unloved work, that she had considered burning a year ago.

She scrolled through the gallery’s website, each image of her painting a fresh stab. The vibrant colours felt like a mockery of her muted existence. The opening was next week. A wave of nausea rolled over her. She imagined the polite smiles, the forced compliments, the fumbling conversations. She wished she had never picked up a brush at all.

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