The lights flickered, casting dancing shadows across the cramped interior. "Well, this is just great," Michael said, his voice laced with bitter irony. He looked at Susan, who was staring fixedly at the emergency phone, as though willing it to work.

He needed to get out. The thought clawed at him, a physical ache. He ran a hand through his hair, dislodging a few stray strands. The air felt heavy, dense, as if the oxygen was slowly being depleted.

He began to pace the limited space, feeling his agitation grow with each passing moment. He felt like he couldn’t breath. He was certain he was losing it.

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