The chipped ceramic mug felt heavy in Leo's hand. He stared out the kitchen window at the meticulously manicured lawn, a scene he'd once found comforting, now just a constant, green reminder. He'd envisioned a life beyond this, a life of his own design, not one dictated by his mother's simmering disapproval of his lack of career progress.

"Leo, darling," his mother's voice, laced with a forced sweetness, sliced through the morning quiet. He flinched, the mug nearly slipping.

He turned to face her, a polite smile plastered on his face. He felt it tighten. "Yes, Mom?"

"Did you remember to take out the recycling? Mr. Henderson was complaining again." He clenched his jaw, the polite smile cracking. He had. She just seemed to enjoy finding fault.

His chest felt tight, constricted. He needed to get out, he needed to walk, to breathe. He excused himself, murmuring something about errands, a phantom need to escape, to be away from the stifling atmosphere that clung to him like a damp shroud.

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