The vibrant colors of the hidden profile burned into Emily’s retinas. The room felt suddenly small, the air thick and heavy. A feeling of dread settled in her stomach. A knot formed in her throat.

She wanted to scream, to lash out, to break free of the suffocating routine. She clutched at her chest, trying to regulate her breathing.

She looked around the room, at the familiar posters, the well-worn books, the mundane objects. Each item seemed to mock her, reminding her of the life that held her in place. She felt like a puppet, its strings constantly being pulled.

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