He stared at the roses, crimson and perfect, a vibrant splash of color in his otherwise monochrome existence. The florist had assured him they were "expressive." Expressive of what, he wondered, as he moved from the window to the couch and then back again. Days blurred into weeks, each one a repetition of the last.

The silence in the apartment was almost deafening. His life was a slow, deliberate march through a landscape of nothing. The phone remained silent, a solid, inanimate object.

He sank down onto the sofa, the plush cushions offering no comfort. His fingers traced the edge of the vase, a cold, smooth curve. He found himself thinking about changing his sheets, but the task seemed insurmountable.

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