The house felt like a cage, each room a reminder of the dreams he'd abandoned. The sun streaming through the window seemed to mock him. A loud, insistent hammering broke the silence.

It was Mr. Jones, his face flushed with exertion. He pointed at the untended lawn. โ€œHey, neighbor! My wife wants a bigger garden. Could we get a little space in your yard? We'd even do the mowing."

He felt a sudden, sharp pain in his chest, a feeling he couldn't quite identify. Shame, perhaps? He mumbled a hesitant agreement, his voice barely audible. He watched Mr. Jones walk away, and felt a profound sense ofโ€ฆ nothing.

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