The phone rang. It was his old friend, offering a ride to the reunion. John hesitated, the phone clutched tightly in his hand. He glanced around his empty apartment.

He had built a life of routine, of avoiding risk. He worked a job that bored him, lived in a place that didn't feel like home. Every day was a variation of the last, and the future stretched before him, bleak and predictable.

He had promised himself he'd change things, but the words felt empty. He sighed, the sound escaping him like a deflating balloon. He knew he'd make some excuse, and he'd find himself alone again.

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