Rain lashed against the attic window, mirroring the downpour in Eleanor's chest. She’d been sorting through the detritus of generations, a task assigned to her by her mother, one she’d been putting off for months. Her fingers, numb with a familiar inertia, finally unfurled a brittle photograph. A grinning woman, her grandmother, brandished a cigarette, laughing with a man who wasn't her grandfather. All her life, Eleanor had been told of her grandmother's tragic, pure devotion to a man lost at war. The picture felt like a physical blow. The weight of this new reality settled over her, heavy and unyielding. She felt a familiar hollowness in her gut, a feeling she'd carried around for longer than she cared to admit.

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