The scent of lavender wafted from the memorial bouquets, a stark contrast to the hollow feeling swirling inside Ethan. His sister, Olivia, was practically vibrating with excitement, clutching a small velvet box. He, on the other hand, felt a profound disconnect from the proceedings, as if watching a play unfold.

The executor of the will, a stern-faced woman with a tight bun, read the final stipulations. "Miss Olivia receives…the family's antique jewelry collection." Olivia's eyes lit up, the diamond earrings catching the light. Ethan couldn't summon a smile. He was exhausted.

"And Mr. Ethan…the family’s art studio and supplies." The art studio was his grandmother's, now his. He felt an inexplicable pang in his chest. A sudden wave of nausea washed over him.

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