β€œAre you hungry?” Jessica asked, the words hollow in the echoing emptiness of their bedroom. Her husband, Michael, was pacing again. She watched him, his jaw clenched, his eyes avoiding hers. The secret calls had begun subtly, late-night whispers, hushed tones. Now, they were a constant part of their lives.

She found herself walking through their house, touching objects, the worn sofa, the books on the shelves, the photographs on the wall, as if trying to ground herself in something real. The life they built together seemed to be slipping through her fingers.

She felt a strange disconnect from her own body, as if she were an observer watching a life unfold without her. She could feel the chill in her bones, the icy dread that wrapped around her heart. She couldn't eat. She had no energy. She felt herself shrinking.

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