He’d been avoiding the internet for days, but the gnawing curiosity eventually got the better of him. The listing was a blow to the gut. The familiar porch, the crooked mailbox, even the specific shade of paint on the front door – it all triggered a wave of emotion.

He closed the laptop, the screen going black, but the image remained imprinted on his mind's eye. He felt a desperate urge to break something, to shatter the suffocating silence of his apartment. The air was thick, like a physical barrier.

He started to clean, a frantic, desperate attempt to regain some semblance of control. The small space of the apartment felt tighter, as though shrinking. The idea of going outside was exhausting, another obstacle.

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