The old high school stood, a monument to their shared memories. He parked across the street and watched Sarah walk towards the building, a sleek woman in a tailored suit. He imagined her in a power lunch, not remembering their treehouse. He took a deep breath.

He met her at the entrance. "Sarah?" he ventured. Her eyebrows arched in a look of polite unfamiliarity. He felt a bead of sweat trickle down his temple.

“I’m sorry, I don’t think I know you,” she said, her voice even. He felt a peculiar tightness in his shoulders. He felt an urge to flee, to disappear. But he stood there. The school bell rang, the sound a shrill echo in his ears.

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