The cold bit at Leoโ€™s exposed skin as he stood, motionless, in the gallery. He was surrounded by people, admirers of his art. But all he could see was the tattoo. The stolen creation.

He went to the bathroom, and stared at himself in the mirror, the dim light casting shadows under his eyes. He felt his hands begin to shake. He had lost something, but he couldn't name what it was. He was just tired, so incredibly tired.

He splashed cold water on his face, but the feeling wouldn't fade. It seemed to be a part of him now.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255