The phone on Daniel’s desk rang, startling him. He jumped, spilling coffee on his keyboard. He let out a sigh. "I'm not doing this today," he said to the empty office. He knew the news before he had to confirm it. The whispers, the hushed tones in the hallway, the strange meetings behind closed doors. Now, the official email confirmed his fears: the company was being sold.

He'd been content here. The work was predictable, the pay was decent, and he had a clear path. Now everything felt shaky. He envisioned his life, his savings, all the things that he had taken care to plan.

He stared at his hands. The email had ruined his day. He decided to leave. He wanted to go where he could scream.

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