The poplars had fallen. It was a chaotic mess, their limbs tangled across Mr. Johnson's lawn. The sight brought on a familiar weariness for Emily. She had intended to start her pottery project today, but the clay was still in its plastic wrap, gathering dust.

She felt the air thicken around her, the weight in her limbs. She knew she should call the contractor about the leaky roof. She knew she should go to the gym. She knew she should do so many things.

She moved listlessly through the kitchen, making a cup of tea. She sat at the table, the untouched cup of tea growing cold. She had a sudden, overwhelming urge to sleep.

She closed her eyes, and thought about the countless tasks that awaited her. She just couldn’t bring herself to face them.

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