"Mom?" Maya asked, her voice barely a whisper. The DNA results had confirmed it. Her world tilted. The woman sitting across from her, the woman she'd called "Mom" for twenty-eight years, seemed to shrink. Her carefully crafted identity felt like a costume, easily removed and discarded.

Maya retreated into herself, pulling her jacket tighter around her. The familiar ache in her jaw grew. She had always felt like an outsider in her family, a feeling she often attributed to her shy nature. Now, she understood. She was different, unconnected, a guest in someone else's home. The words of comfort, the reassurances, didn’t reach her. She wasn’t sure they ever had.

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