He stared at the stacks of paper, the countless assignments his mother had painstakingly preserved. The revelation was both comforting and suffocating. He paced the living room, the old, creaky floorboards groaning under his weight. He was scheduled to meet with his old college professor that afternoon to discuss pursuing a Master's degree. He felt a deep aversion to the idea.

He picked up an old drawing. The feeling of being trapped was now visceral, a physical sensation. He felt as though the world was closing in. He felt the phantom pressure of the past.

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