The shovel struck something hard, a definite thud against the loam. Maya knelt, her hands trembling as she brushed away the loose dirt. A metal box, old and corroded, peeked out from the earth. Where was this? Her backyard? It felt… unfamiliar. A wave of nausea washed over her. She gripped her stomach, the cool metal strangely comforting. She didn’t recognize the box or the meticulous way it had been buried. Panic prickled at the edges of her vision.

She pulled the box out, the rusted hinges protesting with a screech. The air seemed to thicken, making it difficult to breathe. Inside, nestled amongst yellowed newspaper, was a photograph. A younger version of herself, smiling brightly, clutching a stuffed rabbit. Her heart hammered against her ribs, a frantic drumbeat she couldn't silence. She couldn't remember owning a rabbit.

The note accompanying the photo was addressed to her, in her own handwriting, scrawled with a childish flourish. *Remember the good times.* The words seemed to mock her. A cold sweat slicked her palms. She sank to the ground, the box clattering beside her, and closed her eyes, trying to force a memory, any memory, to surface. Nothing.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229