"Another year, another dilemma," Leo muttered under his breath as he stared at the two invitations. His apartment felt small today, the walls closing in. He felt a profound sense of stagnation in his life, like he was standing still while the world whirled around him.

He ran a hand through his already messy hair. He needed to make a choice but the very act of choosing filled him with a sense of dread. The thought of commitment, even to a fun event, felt overwhelming. It was a suffocating feeling he knew all too well.

He’d been meaning to redecorate his living room for months, but the thought of picking out paint colors, buying new furniture, even just moving the old couch, paralyzed him. He paced the worn rug, his steps echoing in the otherwise silent apartment. He felt a deep longing for movement, for change, but the inertia was a powerful force.

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