He sat on the porch swing, the wood creaking in a slow, mournful rhythm. He had been a traveler once, always moving, always seeking. Now, he was rooted.

The fence, the perfectly manicured lawn, the meticulously planted rose bushes – all of it a cage. A gilded cage, perhaps, but a cage nonetheless.

He found himself avoiding his neighbor, not wanting to engage in small talk. The sight of the man, so pleased with his new fence, filled him with a quiet rage.

He closed his eyes, remembering the open roads, the vast skies, the freedom. It felt like a lifetime ago.

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