He felt the walls closing in, the mundane routine of his life a constant, oppressive weight. The new house, a supposed fresh start, felt like a gilded cage. He’d meticulously cleaned every surface, organized every drawer, yet the feeling lingered. He felt a desperate need to break free. He was standing in the cluttered storage room when he felt a draft coming from the back wall.

Curiosity overriding caution, he ran his hand along the aged brick, feeling for a seam or a weakness. He found it near the floorboards, a barely visible crack. With a grunt of effort, he pulled at the brick, which dislodged easily, revealing a dark, claustrophobic opening. The musty scent of forgotten things wafted out, a stark contrast to the sterile, newly painted walls.

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