He pulled the blinds, plunging his living room into near darkness. He could still hear the hammering, the relentless percussion of the fence being erected. It was his property, his space, but he felt as though he was a guest in his own house.

He ran a hand over his face, feeling the fatigue deep in his bones. He missed the open spaces, the wide horizons. He felt a deep, abiding longing for something he could no longer name.

He switched on the television, the bright screen momentarily distracting. He flicked through channels, not really seeing anything. The world outside, the world he couldn't reach, seemed vast and promising.

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