Her eyes glazed over as she looked at the essay about her pet hamster, penned in spidery handwriting. Her mother's dedication to preserving everything from her childhood was suffocating, a constant reminder of how she felt she should have lived her life, as if she were a doll to be dressed up. She felt pinned, still unable to make her own decisions. She was desperate to be somewhere else, someone else.

She walked to the front door, and placed her hand on the knob. She hesitated. She needed to escape, to be free of the constant expectations, the silent judgements. She yanked the door open and stepped outside, the sun glaring into her eyes.

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