The world blurred around him. Robert watched the tow truck from his office window, a cold dread creeping into his bones. His car, his freedom, was being stolen. He felt the blood drain from his face, leaving him pale and clammy.

He wanted to scream, to run out there and stop them, but his legs felt like lead. He was powerless, a prisoner in his own life.

He turned back to his desk, the papers and files staring back at him with accusing eyes. Another day, another mountain to climb, and he was already at the bottom of the ravine.

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