The air conditioning in the office hummed, a mechanical lullaby that only amplified the disquiet in his chest. Ethan felt a dull pressure behind his eyes, a familiar feeling of stagnation that had become a constant companion. He stared at the endless stream of emails on his screen, each one a brick in the wall he felt he'd built around himself.

"Ethan," Maria, his coworker, asked, "Did you ever go to Camp Willow Creek?"

He gave a noncommittal shrug. "Yeah, a while back."

"That's so funny! I was there too! Remember the ghost stories around the campfire?" Maria’s voice was filled with a bright energy that he had long forgotten. He blinked, the image of those crackling flames a distant memory that offered no warmth.

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