The time capsule was a heavy metal cylinder, its contents a mystery to Eleanor. She'd found it in the cellar of her inherited house, a house she felt utterly out of place in. She didn't recognize any of the items inside. Everything felt foreign.

There was a collection of buttons, a small wooden bird, and a worn-out copy of a book about faraway lands. She'd spent her life tethered to this town, her duties here. The house itself held her in place. Looking at the contents, she felt a sudden, fierce longing for something else.

The book fell open to a passage about the open road, and her breath caught. She felt the sudden urge to pack a bag and leave. The feeling was so strong it was almost painful. Her eyes were fixed on the door.

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