He shoved his hands deep into his pockets, the gesture failing to combat the chill that seemed to seep into his bones. The biting wind whipped at his coat, mirroring the icy grip of despair in his chest. Everything tasted bitter today.

He didn't know why he'd wandered into the pawn shop. It was just a place to hide. The stale air held the usual odors of old metal and despair. He felt something tug at him from a case.

And there it was. His auntโ€™s ring. The gold band, the emerald stone, the distinctive shape. He remembered the stories.

"How much?" he heard himself ask, his voice hoarse. The shopkeeper, a man with a bored expression, quoted a price that was frankly ridiculous. He had nothing to bargain with. He just wanted to disappear. He turned and walked out, into the wind.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224