The sterile scent of the airport restroom seemed to cling to him as Leo stared at his reflection. His son’s first baseball game. He’d promised. The missed opportunity felt like a physical blow, a heavy weight in his gut. The suit he’d carefully selected felt like a costume, ill-fitting and absurd. He ran a hand through his hair, the gesture conveying a profound sense of inadequacy. He texted his son a brief, clumsy message, knowing it wouldn't bridge the chasm that had opened between them.

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