Eliza stared at the antique music box, a gift from her recently deceased grandmother. It was ornate, inlaid with mother-of-pearl, and wound with a key that seemed far too small for such a weighty object. Inside, a tiny porcelain ballerina pirouetted to a tinny rendition of "Für Elise." Her brother, Leo, received their grandmother's sprawling beachfront property. He was already making plans to rent it out. She, on the other hand, felt the weight of the box on her lap, a relic she wasn’t sure how to handle.

Eliza felt a knot tighten in her stomach. The past few months, everything had felt a little off-kilter, like she was always waiting for something to shift. Now, here she was, the sole inheritor of an object that seemed utterly useless. She'd always envied Leo's easy confidence, the way he effortlessly navigated life’s currents. She felt the music box's coldness seep through her fingers.

She wound the key again, the melody a brittle echo in the otherwise quiet room. She looked down at the tiny ballerina, trapped in its miniature performance.

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