"Uncle Leo, look!" Maya's voice, bright as the summer sunshine, pulled Leo from his weary contemplation of the chipped paint on his apartment's wall. She held up a picture of a creature with six arms and a crown made of stars. A drawing of Zephyr, his childhood imaginary friend. Leo felt a cold dread creep up his spine. His job had left him drained, like all the juice had been sucked out of him. He was tired of it.

He sat heavily on the worn sofa, the springs protesting under his weight. He felt like his life was a tedious loop. He wondered if he could ever be happy.

The vibrant colours of Maya’s drawing felt alien in his dull existence. He picked up his phone, and deleted the calendar appointments he had for next week.

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