The invitation came, as it always did, with a manicured hand and a smile that never quite reached the eyes. "Dearest Agnes, that old oak is simply blocking my sunlight, you see." Arthur’s voice was the familiar velvet over a rusty hinge. Agnes took a shaky breath, the air in her chest suddenly too thick.

She ran a hand over the chipped paint of her porch swing, the wood familiar and comforting. The oak was a sentinel, a silent witness to her life, a life now circumscribed by the borders of her yard.

“I… I’ll have to think about it, Arthur,” Agnes managed, her voice a thin thread. The sun, usually a welcome guest, felt like a spotlight on her face. The idea of the oak disappearing, the space it occupied opening up, sent a cold shiver down her spine. The world, already too vast, seemed to be growing.

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