Sarah sighed, the sound barely a whisper in the cramped apartment. The scent of stale coffee hung heavy in the air. On the kitchen table lay Lily’s crayon drawing – the grinning, oversized head of Bartholomew, her imaginary friend, with his perpetually outstretched arms. Sarah remembered Bartholomew, the friend who’d never let her go out to play. The apartment felt smaller, the walls closing in. She glanced at the clock; it was nearly time for her shift at the diner. She shoved the drawing aside, the movement abrupt and angry, as she pulled on her coat. She couldn’t remember the last time she’d felt free.

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