The stage lights seemed to bore into Leo. He was a lead dancer who was asked to take on the role of a stage hand, assisting with set changes. The music played, the dancers moved, and he was stuck in the shadows, his passion dimmed. The applause and the adoration weren't for him anymore.

He watched the dancers, envying their fluidity and the audience's attention. His days were filled with carrying props, moving scenery, and the physical labor felt meaningless. He missed the thrill of the performance, the feeling of the spotlight, the connection with the audience. His once vibrant personality seemed to have shrunk, and he found himself avoiding conversations with anyone.

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