The elevator doors opened onto the seventh floor, and Michael felt a suffocating pressure behind his eyes. He recognized the nameplate immediately: "Dr. Brenda Carter, M.D." Brenda, who'd made his life a misery in high school. He could still hear her cutting remarks, the way she used to subtly undermine him. His hands were clenched. Now, she was some kind of expert on the human psyche. He hadn't asked for this. He didn’t want to be here. He felt like his lungs were filling with concrete.

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