The vibrant energy of the street art festival normally thrilled Kai. Today, it was a torment. He kept his head down, trying to avoid eye contact, but it was impossible. He heard a group of people laughing, pointing. They were admiring a tattoo, a precise replica of his "Urban Symphony" mural.

His stomach clenched. He felt a need to flee, to disappear. The bright colors of the artwork, usually a source of pride, seemed to taunt him, to mock his pain. He crossed the street, feeling exposed and vulnerable. He wished he could scrub the images from his mind, from the world.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224