The scent of old books and the quiet rustle of pages, the things he once savored, now felt stifling to George. His library, once his haven, now felt oppressive. The leather-bound volumes he collected felt like chains.

His son, Thomas, devoured books with an insatiable appetite, his room piled high with stacks of novels. Thomas was a scholar, excelling in his studies. George felt a strange emptiness.

He looked at the books, at the stories he’d once loved, as Thomas looked up from his textbook. "I should go," George said abruptly, turning away. He felt a profound sense of loss, a disconnection from the life he had built.

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