The weight of obligation pressed down on Mark, each day the same. The same office, the same commute, the same empty evenings. He could feel the years ticking away, and he wasn't happy.

The yard sale, a chaotic jumble of discarded lives, offered little solace. Then, nestled amongst a pile of dusty toys, he saw him. The bear, Buttons, his childhood confidant.

He cradled the bear, a wave of memories washing over him. The past felt tangible in his hands. He felt a loosening inside, as if a tight knot had finally begun to unravel. He knew, with a sudden certainty, that he could make a change.

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