The attic was a labyrinth of forgotten treasures and discarded dreams. Amelia knelt amidst the clutter, a kaleidoscope of objects surrounding her. Old photographs, yellowed letters, a dusty wedding dress. She felt a familiar hollowness, a deep ache.

She held the photograph of her grandmother, the woman's smile radiating an energy Amelia couldn't grasp. She felt… anchored. Unable to shake the past, to embrace the future. She wanted to sort, to clear, to move forward. But each item she touched triggered a cascade of memories, binding her to the past.

She sat back on her heels, the dust coating her skin. The attic felt like a mausoleum.

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