The vibrant colors of the playground, the laughter of children – usually a source of joy – now felt like a cruel joke. The accusatory look from the elderly woman across the street, the woman’s tight-lipped disapproval, clung to him like a second skin. "The music was too loud."

He felt a knot tighten in his stomach. He’d tried to be considerate. He had. But the music was his escape. He needed it. He felt the familiar sting behind his eyes, the pressure of unshed tears.

He sat on the park bench, the cold seeping through his clothes, the sunshine doing nothing to warm him.

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