"Just like them," Mark muttered, staring at the old record player and a stack of vinyl albums. The previous owner, a musician, had left behind a legacy of creativity. He felt a deep, slow burn of inadequacy. He spent his days hunched over spreadsheets, his life a monotonous cycle of numbers.

He ran a finger along the grooves of the vinyl, a bittersweet sting running through his chest. The attic was a museum of unfulfilled dreams, of passions he could never grasp. Heโ€™d dreamed of being a writer, but the words never came. He felt the weight of the silence that echoed in his chest.

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