Her voice felt thick, tight. "It's… fine," she said, to her mother's concerned face. Inside, she wasn't. She’d spent years perfecting her novel, a modern retelling of a classic myth. Now, the book was going nowhere. The email, the rejection email, lay open on her laptop, a constant reminder of failure.

She busied herself with trivial tasks, anything to avoid confronting the truth. The apartment felt too small, the walls closing in. She avoided her writing desk, the blank page a symbol of her unfulfilled potential.

She cooked dinner, her movements slow, deliberate, as though she were operating underwater. The food tasted bland, unappealing. The silence at the table was heavy, filled with unspoken disappointment. The meal ended, but the problem hadn't gone away.

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