He walked through the silent house, the polished floors reflecting his weary gaze. John ran a hand across the smooth surface of the dining table, the wood cool beneath his touch. It was the same table where he’d eaten countless meals with his grandmother. He felt… immobile.

He looked at the unopened mail, the unanswered calls, the untouched boxes. The responsibility of it all felt crushing. He wanted to break free, to escape the suffocating weight of this place. He wanted to leave. He took a deep breath, and it felt like pulling through thick, cold mud.

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