"Are you even listening, Maya?" her brother, Daniel, snapped. The damp basement air clung to her like a shroud. She traced patterns on the concrete floor with her boot, her focus elsewhere. The musty smell of old books and forgotten things filled her nostrils, a smell she both loved and hated.

This inheritance, this house, had felt like a chance, a fresh start. Now, she felt tethered, like an anchor dragged across the seabed. She needed to paint, to create, to feel something other than this… inertia. The canvases were still blank, the brushes untouched. She wanted to scream, to break something, to *move*.

“I just… I don’t know what to do,” she finally mumbled, her voice barely audible. The words felt foreign on her tongue.

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