"More tea, dear?" His aunt, visiting for the weekend, peered at him with too much concern. He managed a weak smile, shaking his head.

He sat on the floral-print sofa, feeling the itchy fabric against his skin. He wanted to disappear. He thought of his old apartment, with its peeling paint and mismatched furniture, its glorious, chaotic freedom.

He watched the conversation swirl around him, his mother and aunt’s voices rising and falling in a practiced rhythm. He felt a disconnect, as if he were observing a play, a performance he wasn't allowed to participate in.

His hands fidgeted, tracing the outline of a faded stain on the armrest. He longed to move, to go somewhere, anywhere, but the pull of the room felt stronger, a magnetic force holding him down.

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