The photograph of the house shimmered on the screen, a mirage in the desert of her current existence. She knew this was going to happen, the inevitable sale. But seeing the details, the price, the promises of new beginnings, ignited a cold dread in her.

She pushed herself away from the desk, walked to the window, and stared out at the street below. The cars whizzed by, the people hurried, their lives a blur of movement. She felt an overwhelming sense of stillness, as if anchored to the floor.

Her breathing quickened. She could feel a flush creeping up her neck, a heat that spread through her, making her feel heavy, immobile, and stuck in this apartment. She didn’t know how to move.

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