The flashlight beam danced across the cluttered space, illuminating discarded furniture and forgotten memories. John grunted, pulling a heavy, wooden box towards him. He’d told himself this was about organization, about reclaiming his space. But now, amidst the forgotten relics, he felt a crushing sense of isolation.

Inside the box, he found a collection of amateur paintings. Landscapes, portraits, all depicting scenes of idyllic happiness. A cold sweat broke out across his forehead. His apartment had always felt too small, too close. Now, it felt like the walls were closing in, the past a suffocating presence.

He stumbled backward, the box clattering to the floor.

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