The rejection letter from the art school sat like a lead weight in Maya's stomach. Her hand trembled as she reached for a lukewarm mug of instant coffee. It was her third attempt, and the silence in the apartment pressed down on her. That's when she saw it – a dusty cardboard box tucked away in the back of her mother’s closet. Curiosity, a rare companion these days, propelled her forward.

Inside, meticulously organized, were years of her schoolwork. Kindergarten drawings, spelling tests, book reports – all preserved. Maya felt a knot tighten in her chest.

She picked up a crumpled painting, a clumsy depiction of a sun. A wave of unexpected emotion crashed over her. She could feel the familiar weight of disappointment again. Her mother, she realized, had kept these things. Not out of pride, but out of something else. Something she couldn't quite name.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169