The air in the spare bedroom, where her mother’s collection was kept, grew thick and heavy as she looked at her mother’s handwriting on the front of her high school algebra test. Each perfectly answered problem seemed to be a silent accusation. Her mother’s relentless ambition, reflected in these meticulously preserved relics, felt like a suffocating blanket. She had to breathe. She needed to break free from these feelings.

She walked to the window and pushed it open, letting the humid summer air rush in. A cicada buzzed frantically outside. She took a deep breath, trying to calm her racing heart. She pulled her phone out and began to scroll through travel websites.

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