The aroma of dinner, usually a comfort, now felt like a taunt. She sat at the dining table, picking at her food. The discovery of the account had cast a long shadow over the evening.

Her husband, Ben, had been acting strangely, unusually secretive. Now she knew why. The account, a considerable sum, was hidden in the details of a trust. She found the information while looking for their tax documents.

She forced a smile, but it felt brittle, like spun glass. She felt a profound sense of isolation, even as Ben attempted to engage her in conversation. His words, usually a source of comfort, now seemed hollow, empty.

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