The city noise, usually a comforting backdrop, now pounded against Amelia’s temples like a relentless drum. She sat on the park bench, the cold seeping through her jeans. Professor Davies, vanished. No farewell, no explanation. Just an empty office, a vacant calendar, and a silence that screamed louder than any shout.

She gripped her coffee cup, the lukewarm liquid doing nothing to soothe the tremor in her hands. The path ahead, once clear, now stretched before her like a bewildering maze. She'd trusted Davies, relied on his advice, his steady presence. The world seemed to have tilted on its axis, leaving her floundering in a sea of unknowns. She felt this sudden, profound pressure, as if she were being compressed from all sides.

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