The humidity clung to Elias like a second skin. He wiped sweat from his brow, his reflection in the antique mirror showing a face etched with frustration. The art gallery, his life's work, felt like a dying ember. The vibrant paintings, once sources of inspiration, now felt lifeless. He’d gone to the library looking for a distraction, and picked up a copy of “The Picture of Dorian Gray.” He opened the book, hoping for escapism, and a folded piece of parchment fell out. It was a letter, addressed to “The Soul’s Companion,” that brought a sudden, inexplicable sense of intrigue.

He leaned in closer.

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