Maya sighed, the sound barely audible in the cavernous office. Another rejection. The email sat, unopened, in her inbox. She’d crafted a meticulous cover letter, poured hours into the perfect resume, yet here she was, circling the same dead end. This new information felt like a crack in the dam she'd built around herself, a leak she hadn't anticipated. The DNA results confirming a brother, someone named Daniel, felt like a cruel joke. She needed a new start but couldn't seem to find the means to move forward. She shoved the papers in a drawer, the sharp edges of the folder digging into her palm, a feeling mirroring the way she felt inside.

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