The email notification on his phone buzzed. A link to the online biography. โ€œDavid: The Unremarkable Man,โ€ the title read. He'd immediately deleted the email, but the title's sting lingered. He stared at his reflection, the lines around his eyes deepening as he replayed a string of failures. The closed-down business. The failed marriage. The constant feeling of being overlooked.

He went to the fridge and poured himself a glass of water, the gesture devoid of any purpose. He knew the narrative; he lived it every day. He felt like a ghost, fading into the background of a world he couldn't seem to touch.

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