He tried to act casual, but the tremor in his hands betrayed him. Mark sat at the lunch table, the untouched sandwich a testament to his lack of appetite. He picked at a stray crumb, tracing circles on the worn surface. His friends, oblivious, chattered about their upcoming game. He felt a pang of jealousy.

He forced a smile, but the corners of his mouth felt stiff, unnatural. The coachโ€™s words replayed in his mind: "We're going in a different direction." He wasn't sure what direction he was going, other than down. The cafeteria buzzed around him, but he was alone.

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