He stared at the prescription in his hand, a potent medication meant for someone else's illness. Mark had been battling chronic pain, trying everything to find relief. The discovery of the mistake at the pharmacy left him feeling deeply disconnected. He was supposed to have surgery next week. Now what?

He crumpled the paper in his fist. He was tired of searching for answers, exhausted by the relentless pain. He felt like he was walking on a treadmill, running faster and faster, but staying in the same place. He glanced at the window, a desire to be elsewhere flooding his mind. But where could he go?

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