The garden was overgrown, a tangle of weeds and neglected roses. Sarah knelt in the dirt, her hands raw and bleeding from the thorns. She should be clearing the weeds, starting the process, but her movements were listless, her energy depleted. She stared at the house, a looming presence, a tangible representation of her current condition.

The house, the memories, the responsibility—they all felt heavy, constricting, making movement impossible. She wanted to plant something, to nurture life, to create something beautiful, but the very thought felt like an insurmountable obstacle. She felt... weighted.

She dropped the clippers and wiped her brow, leaving a streak of dirt on her forehead.

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