The rejection letter felt heavy, a physical weight in Anya's hand. She crumpled it, then smoothed it out, the thin paper now a map of her disappointment. The familiar ache in her jaw tightened. She stared out the window of the library, at the bustling quadrangle, students laughing and hurrying towards class. It was as if they were all moving, forward, towards something, while she was... grounded.

Her textbook lay open, the words blurring before her eyes. The financial aid office’s terse language, the polite regrets, echoed in her head, crushing the hope she'd been nursing. How was she supposed to pay for next semester's tuition? The thought pinned her to the chair.

She pushed back from the table, a sudden need to move, to *do* something. She began to wander, aimlessly, down the winding hallways of the library. Each corner she turned led to another dead end, another reminder of the closed doors in front of her.

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