The metallic enclosure was a cage. Lisa fidgeted, her hands clenching and unclenching. Beside her, David started to whistle, a high-pitched, off-key melody that grated on her nerves. She glared at him, but he didn't seem to notice.

The silence, punctuated only by David's increasingly frantic whistling, was almost unbearable. The ceiling seemed to press down on them. She felt a dizzying pressure building inside her head.

"Can you… stop?" she finally asked, her voice barely a whisper. He stopped, but the relief was fleeting. She felt a profound sense of isolation, of being utterly alone.

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