He stared at the blueprints spread across the kitchen table. The fence, a neat rectangle around his small plot. A symbol of control, he told himself, of order. He ran a finger along the dotted line, tracing the future barrier. He imagined the way the sunlight would filter through the gaps, the way the wind would whisper against the wood.

His wife, Maria, watched him, her brow furrowed. "Are you sure about this, David?" she asked, her voice quiet. He didn't look up.

"It'll be good for the kids," he mumbled, his voice tight.

He'd been avoiding her gaze lately. He knew she was feeling it too. The lack of space. The same routines. The way the days blurred into one another. He knew she needed to get out, but he felt unable to move.

The thought of more people, more noise, more interaction, made his chest constrict. He sighed, rubbing his temples. He just wanted to be safe. To protect. And to stay.

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