Sarah pushed the heavy oak door open, the hinges screaming in protest. The air inside the antique shop was thick with the scent of dust and forgotten things. Her brother, David, was beaming, already flipping through a ledger. The business. They’d inherited the whole damned business.

He rubbed his hands together with glee, already envisioning expansion and profit. She hated it. The chipped teacups, the faded tapestries, the ghosts of past owners clinging to every object. It was a suffocating feeling, like being buried alive in history.

She looked at her own inheritance – a single, ornate, locked box. The note spoke of a ‘family secret’ and the ‘responsibility’ to keep it safe. It felt like a weight, a shackle placed on her soul.

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