The time capsule, discovered on a beach, was a strange anomaly to Ava. The ocean roared nearby, but her attention was focused on the metal box. She was never one for sentimentality. But the things inside… they seemed to demand something.

She opened the lid, revealing a collection of seashells, a handwritten poem, and a small, tarnished silver locket. It was as if she was seeing a picture of a different world. She felt a kind of hollowness.

The poem spoke of endless possibilities, of embracing the unknown. Her world, however, was small and predictable. Every day was the same. She felt as if she was adrift in the sea and her boat was not moving.

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