“I made you dinner,” he said. The words tasted like ash in his mouth. He'd tried, truly tried, to be the person she wanted. The apartment was tidy, the music soft. He’d even cooked, something he never usually did.

She walked in, late, and her face fell when she saw him. "Oh, you're here," she said, her voice flat. She was on the phone, talking to someone, her voice bright and animated. He could barely breathe.

He saw the picture on her phone—a picture of him. He looked up, and she was looking at another picture on her phone. He realized, with a lurch of his stomach, the other person was him.

She hung up, her face pale. She stammered something, but he couldn't hear.

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