The scent of lavender, which once soothed Evelyn, now felt cloying. She had been diligently trying to sell her paintings at a local art fair, but no one seemed to care. Each rejection felt like a physical blow. She felt the sting of it deeply, like a bruise that never faded.

The house, once her sanctuary, now felt suffocating. She walked from room to room, tracing the ornate crown molding with a trembling finger. She was cleaning the attic, and came across a box of old photographs.

As she flipped through them, one caught her eye: a picture of a police officer standing in the front yard. The caption underneath described the discovery of a body in the living room. Her hands began to shake. She sank to the floor, feeling the world spin.

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