"So, you're the new face around here," his new boss, David, said, his voice brimming with forced enthusiasm. Sarah plastered a smile onto her face, praying it looked genuine. She was moving from HR to project management. Her heart hammered against her ribs, a frantic bird attempting escape.

The office buzzed with activity, a cacophony of ringing phones and hurried footsteps. It was a stark contrast to the quiet of her old office, where she'd known everyone's name, their stories, and their struggles. Here, she felt adrift, a solitary vessel on a turbulent sea. She picked up the phone, her hands clammy, a sudden wave of nausea rising within her.

She excused herself from the welcome meeting, feigning illness, and escaped to the restroom. The cool tiles felt good against her flushed cheek. She stared at her reflection, a stranger staring back.

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