"We need you at third base, Ben," the coach had announced, a smile on his face. Ben, a first baseman his entire career, felt his face flush with a mix of anger and confusion. First base was home for him. The familiarity, the rhythm of the game, was a solace he relished.

He stood on the field, the infield dirt crumbling beneath his cleats. He looked around. Everything felt… off. Every angle, every line, was unfamiliar. He felt like an intruder, an imposter. The familiar comfort of his position was gone.

He felt the gaze of his teammates on him, a weight of expectation pressing down. He took a deep, shaky breath, and felt a cold drop of sweat trickle down his spine.

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