He stared at the blank screen, the cursor blinking accusingly. The words wouldn’t come. His writing, once a source of joy, had become a burden, each sentence a struggle against the unseen force that controlled him. His home felt like a prison.

He needed to escape, to run, but he could never. He felt a constant pressure, a relentless pull.

The doorbell rang. He hesitated, his heart pounding. The woman on the other side of the door was the most attractive person he had ever seen. She looked at him with sympathy. "I know. It's like… you're a captive of yourself." She held a small, sealed envelope. "I think this is for you."

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