The weight of the overdue bills pressed down on Daniel. Another drawing from Lily, taped to the refrigerator door, depicted the familiar, unsettling form. The eyes, always those unsettling button eyes, seemed to follow him. He hadn't slept properly in days. He ran a hand over his face, feeling the stubble prickle. He felt a constant tension in his shoulders, a rigidness that wouldn't loosen. He'd agreed to this, he’d said it was fine, but the promise of his life outside this small, demanding circle felt further away with each passing day. He poured another cup of coffee, the bitter liquid doing little to soothe his rising panic.

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