The flickering fluorescent lights of the accounting office hummed, a monotonous drone that mirrored the thrumming in Elias's skull. He stared at the spreadsheet, numbers blurring, and felt a strange pressure in his chest, a sensation akin to being held underwater. His niece, Lily, had sent him a drawing this morning – a spindly figure with mismatched buttons for eyes, identical to the one he'd sworn he’d seen peering from the shadows of his childhood bedroom. He squeezed his eyes shut, trying to banish the memory, the image of it, but it was useless. He needed a cigarette, now. He pushed away from his desk, the squeak of his chair grating against the silence, and headed towards the fire escape.

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