Dust motes danced in the single ray of sun slicing through the attic window. Martha, her knees aching, pushed a cobweb away from her face. She hated this house. It felt like a gilded cage. Every morning, she woke with a dull ache in her chest, a feeling of being perpetually earthbound.

She hadn't planned to come up here, but the realtor had mentioned the previous owners were "eccentric." A large, ornately carved wooden box sat in the corner, its brass latch tarnished. Inside, nestled amongst yellowed tissue paper, lay a stack of letters tied with a faded ribbon.

The letters were addressed to a woman named Eleanor. Martha picked one up, the paper brittle beneath her fingertips. Eleanor's handwriting, flowing and elegant, spoke of grand adventures, of dancing under foreign skies. Martha felt a strange pang. She, too, dreamed of faraway places, of a life less predictable.

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