She stared out the window, watching the rain fall, mirroring the emotions churning inside her. The surprise baby shower she had meticulously planned for her sister had been cancelled. A family crisis. No further details. The beautiful decorations, the carefully chosen food, the games – all rendered useless, a monument to a plan that would never come to fruition. She wrapped her arms around herself, trying to ward off a chill that wasn't just physical. She felt a profound sense of inertia, an inability to move, to think, to feel anything beyond this crushing disappointment.

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