The notice, a stark white rectangle thumbtacked to the bulletin board, felt like a physical blow. Elias stared at it, the words blurring. His hands, usually steady when sketching architectural designs, trembled. The weight in his chest was a suffocating pressure, each breath a struggle. Heโ€™d spent years here, chasing a dream that now crumbled around him like poorly constructed plaster. He slouched, the energy drained from him, and shuffled away, his footsteps echoing in the suddenly silent hall.

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