He stared at the canvas, the colors mocking his lack of inspiration. Years ago, he had been full of ideas, but now the only thing he could produce was this feeling of being held down by gravity. Lily's drawing, the one from yesterday, lay discarded on the floor, the image of his childhood friend staring back at him. He felt as though the very air in his studio was thick and unyielding, restricting his breath. He ran a hand through his hair, a gesture of helplessness. He needed to paint, needed to create, but the urge to do anything seemed to have evaporated.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. 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 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322