The first nail had been hammered on a Monday. Now, weeks later, the persistent clamor from the construction site next door was a constant irritant. Mark stared at the computer screen, the words of his report blurring before his eyes. He’d barely made any headway on his work.

He pushed back from his desk, a wave of exhaustion washing over him. He felt leaden, the weight of everything pressing down. He stood up and went to the window, watching the workers on the neighboring property. They bustled about, full of energy. A deep sigh escaped him. The days seemed to bleed into one another.

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