The courtroom felt suffocating. The divorce proceedings dragged on, each word a fresh wound. He'd lost everything, and the anger was like a fire in his chest. Every day felt like a war.

His grandniece, Poppy, handed him a drawing. "Uncle George, it's Twinkle! She's dancing in the clouds!" The drawing showed a shimmering, star-shaped figure that looked eerily familiar.

George's vision blurred. Twinkle. His childhood imaginary friend. He wanted to scream. He forced a smile. "That’s... beautiful, Poppy." His hand was shaking when he took the drawing.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224