"Just a little patch, dear," the neighbor, a smiling woman named Carol, had said. "A few sunflowers, maybe some peas. Bring some joy!" The words, so seemingly harmless, felt like a chain around her ankle.

She looked at her yard, her responsibility. Her shoulders slumped. The sky was vast and empty. "I... I'll think about it," she replied, her voice flat, devoid of emotion.

She returned to her house, where everything was in its place. The order, she realized, was a suffocating routine. The feeling was a heavy presence in the air. She felt pinned to the spot.

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