Rain lashed against the windows, mirroring the bleakness inside Elias. He stared at his niece Maya's drawing, a vibrant crayon explosion depicting a figure with mismatched eyes and feathered wings. A figure he recognized. He traced the outline with a hesitant finger. Barnaby. He hadn’t thought of Barnaby in decades. His own life, a relentless cycle of spreadsheets and lukewarm coffee, felt thin, brittle. He hadn't felt *alive* in years.

He found himself wandering the halls of his sterile apartment, a cavern of muted tones and sensible furniture. He hadn’t felt a pang of genuine joy since he was a kid. He hadn’t felt anything at all, really. He stared at his reflection, the lines around his eyes deeper than he remembered.

Elias glanced back at the drawing, a sudden, unfamiliar ache in his chest. He felt an urge to buy a box of crayons, and start anew.

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