The archaeologist's trowel scraped against something unyielding, and Sarah’s breath hitched. She'd been excavating an unremarkable patch of land when she unearthed it: a small, ceramic jar, intricately decorated. A chill ran up her spine. Where had she encountered such a design? The jar felt completely unfamiliar.

She carefully lifted the lid. Inside, tucked amongst layers of tissue paper, was a lock of hair and a small, tarnished silver locket. A wave of dizziness swept over her. She knew that locket. She knew it, but couldn't place it. Her hands began to shake uncontrollably. She needed to sit down.

The locket opened to reveal a miniature portrait. A face, familiar yet obscured, gazed back at her. The air in the trench felt thin, heavy. She couldn't breathe. Her vision swam. She clawed at the dirt, desperately trying to anchor herself, to stop the world from spinning. The image was on the brink of being understood.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229