Her gaze drifted out the window, following the graceful arc of a passing bird. The vibrant colors of the world seemed muted, filtered through a veil of indifference. She felt a profound disconnect from the world around her, a spectator in her own life, a life which felt utterly and completely incomplete. Another day would pass.

A letter had arrived from the research facility. It was about her test results. She was instructed to meet a woman, Amelia, at the lab. She was told to be there on Tuesday.

Amelia’s presence, the quiet understanding in her eyes, changed everything. The silence that filled the room felt heavy, and the shared medical condition was like a shared prison.

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