Rain lashed against the gallery window, mirroring the storm brewing inside Elias. He stared at the newly hung exhibition, a canvas splashed with crimson and ochre, his latest attempt to capture the fleeting beauty of a dying sunset. It felt hollow, incomplete. He felt a profound sense of… emptiness. Then, a visitor, a young woman with a vibrant pink bob, approached him. "Excuse me," she said, her voice lilting. "Do you know anything about the artist? I have one of his pieces on me."

Elias followed her, his stomach clenching. She rolled up her sleeve, revealing his artwork, a swirling vortex of blues and greens, permanently etched onto her forearm. It was a piece he’d discarded months ago, a failed experiment. He felt a deep, twisting ache.

He couldn't meet her eyes. He mumbled a polite response, feeling a terrible loss. The gallery seemed to shrink around 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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199