The silence in the small apartment was deafening. Sarah had expected to be celebrating, planning her move, getting ready for the next chapter. Instead, she sat at the kitchen table, staring at the unopened mail, the unspoken weight of her circumstances bearing down on her.

She picked at the label on the coffee jar, the action as mindless as her thoughts. Time seemed to slow, each second dragging on, heavy and burdensome. She felt trapped in an endless loop, a repeating cycle of expectation and disappointment.

The phone rang, shattering the silence. She answered, her voice flat, devoid of emotion. She listened, the words washing over her, but the world seemed to be fading into gray. She didn't want to answer the phone, didn't want to talk, didn't want to do anything.

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