The late afternoon sun cast long shadows across Evander’s studio, but it couldn't penetrate the gloom that enveloped him. He was supposed to be working on a new commission, but the canvas remained blank, untouched. The fire in him had gone out. He felt a deep, echoing quiet. The pressure of deadlines, expectations, and the constant need to create had crushed him.

A woman, a fan, wrote to him on social media, sending a picture of his 'Ephemeral Dreams' design permanently tattooed on her upper arm. She was ecstatic.

Evander felt the blood drain from his face. This was a piece he’d hated, a rushed commission he considered the worst thing he'd ever painted. It looked perfect.

He closed his eyes. The room tilted. He felt a profound sense of… alienation. The words of his fans felt hollow.

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