The vastness of the ocean, something that usually brought him solace, now felt threatening. Leo stared out at the rolling waves from the deck of his sailboat. The news had come via a phone call, a cold voice delivering the information: a half-sister.

He gripped the railing, knuckles white. The wind whipped at his hair, and the salty spray stung his face, but it did nothing to cool the internal heat. He felt the ocean's surface undulate beneath him, an unstable and unpredictable expanse that mirrored the turmoil inside. He cast off the ropes and started the engine, heading out to sea.

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