Dust motes danced in the single shaft of sunlight slicing through the living room window. Leo ran a hand through his hair, the gesture more habit than necessity. He hadn't cut it since the news. The house, his grandmother's, felt heavy, weighted down with memories and mothballs. He'd been drifting lately, a leaf caught in a stagnant pond. The real estate agent's calls went unanswered, the boxes remained unpacked, the weight of everything pressing down. He sighed, the sound echoing in the silent room.

He’d paced the length of the kitchen, his stomach churning with unease, the linoleum cold beneath his bare feet. The chipped ceramic of her favorite teacup sat on the counter, untouched. He hadn't made tea in weeks. It was a ritual. It felt… impossible. Everything felt impossible. He opened the refrigerator, stared at the dwindling supply of groceries, then slammed it shut.

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