The vibrant green space that once framed her view had vanished, replaced by an empty expanse. Her chest felt constricted, as if a band was tightening around it. The air was still, heavy, and devoid of the familiar sounds of birdsong that always lived there.

She picked at the loose dirt with her toe, as if searching for clues, for an explanation. The vastness of the empty space seemed to press in on her, causing an internal struggle. The thought of leaving, of walking away, became a desperate urge.

"Unfair," she breathed, the word a small, insignificant ripple in the face of the monumental change. A feeling of enclosure had taken root within her, making each breath a conscious effort.

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