Rain lashed against the windows, mirroring the chaotic churn in Elias's gut. Another Tuesday. Another forced smile plastered on his face for the benefit of Sarah. He felt the familiar weight of routine pressing down. He hadn’t felt the sun on his skin in what felt like an age. He’d arrived home from a meeting at the law firm, drained, to find Sarah humming in the kitchen. She turned, a plate of what looked suspiciously like arepas in her hands, and said, "Hola, cariño!"

His jaw dropped. He blinked, unsure if he'd heard correctly. Sarah, his Sarah, who could barely manage "thank you" in Spanish, had somehow…acquired a phrase. He felt a strange constriction in his chest. A wordless dread, a sense of something shifting beneath his feet. He mumbled a greeting back, the syllables feeling clumsy and foreign in his own mouth, and backed away.

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