The package for "Ms. Eleanor Blackwood" lay on the floor, next to the overflowing recycling bin. Sunlight streamed through the dusty window, illuminating the swirling dust motes. Evelyn, already late for her yoga class, considered it again.

Evelyn's breath grew shallow. She knew she should leave, but her feet stayed put. The air in the room felt thick, heavy. Her apartment felt like a cage.

She looked at her reflection in the darkened window. Her face was pale. Her fingers fidgeted. She considered opening the package. The urge was a physical thing, like a twitch in her muscles. But she turned and went to the yoga class, the exercise class.

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