The aroma of freshly baked bread, usually a comfort, felt nauseating to Maya. She had always prided herself on being a good homemaker, but lately, everything seemed to fall short. The house, which she had meticulously decorated, felt like a stage set.

She was going through old mail and came across a document from the county archives. It contained a detailed account of a suicide that had occurred in the house's kitchen decades prior.

She dropped the document. The air felt thin and difficult to breathe. She moved to the kitchen window and stared out at the street, a knot forming in her throat. She needed space, air, to escape something pressing.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199