The scent of lavender wafted through the house, a scent that used to soothe him but now felt like a taunt. James sat on the bed, the list lying before him like a final testament. He had found it tucked inside a box of old photographs. His wife, Emily, was at a spa day with her friends.

He swallowed hard and read the first item: "Get a tattoo." The entry was followed by: "Learn to speak Spanish," "Open an art gallery." Each entry was a punch to the gut. They used to share their dreams, their hopes, always together. Now, it felt like he was on the outside looking in.

He buried his face in his hands, the image of Emily, smiling and vibrant, a memory he could no longer grasp.

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