He watched the dust motes dance in the sunlight, completely still on the threadbare couch. The doorbell rang, a sharp, unwelcome intrusion. He considered ignoring it, but the incessant buzzing finally broke him.

It was Mr. Henderson from across the street. He held a small trowel and a package of seeds. "Afternoon, Frank! Lovely day, isn't it?" Frank mumbled a response, his gaze fixed on the floor.

"I was hoping, since you're not using that strip of land, if I could put in a little herb garden? Wouldn't take up much space at all." Frank shifted his weight, the floorboards groaning under him. He felt an inexplicable reluctance to even lift a finger, to even *acknowledge* the request.

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
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255