โ€œIt's not that big of a deal,โ€ Leoโ€™s brother had said, but the words felt hollow. Leo stared at the faces in his family photos, looking for any clue, any sign that he wasn't where he belonged. He found nothing. He closed the photo album with a snap. The pictures suddenly felt like a lie.

He spent the next few days in a haze. He couldn't eat. He couldn't sleep. He stopped going to work. Heโ€™d always felt a certain detachment from life, a sense that he was just going through the motions. Now, he understood the reason. He felt like he was a character in a play, and someone had pulled the plug. His life felt like it belonged to someone else.

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