The hum of the refrigerator was the only sound in the kitchen, a constant reminder of the emptiness that had settled over him. He stared at the statement, the numbers a mocking testament to his wife's clandestine financial planning. He paced the kitchen, the hardwood floor groaning under his feet.

His wife, Chloe, had always been frugal, but this was a revelation. A large sum of money hidden away, a life outside their shared one. What was she planning? Was she not trusting him?

A cold wave of loneliness washed over him. They had built a life together, a home, a family. How could she keep something so important a secret? He felt like he'd been punched in the gut. He wanted to scream.

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