Rain lashed against the windows of the cramped apartment, mirroring the tempest within Amelia. She’d been staring at the same spreadsheet for three hours, the numbers blurring into an incomprehensible mess. Her coffee, cold now, sat abandoned on the desk. She’d promised herself she’d finish the report by noon, but the cursor blinked mockingly, a constant reminder of her failures. She’d purchased the book, "Poems of the Ordinary," from a dusty, second-hand shop on the corner, hoping to find solace. Instead, a slim, yellowed envelope slipped out, addressed to “My Dearest Elizabeth.”

Her fingers trembled as she pulled the letter open.

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