The old oak tree in the front yard, the one sheโ€™d carved her initials into with her first boyfriend, was gone. Just a stump remained, a jagged reminder. He felt the familiar weight pressing down on him. A crushing feeling.

"Itโ€™s about time," his father had said, his voice flat, when he had told him. He was right, of course. Everything in his life had been a series of mistakes, a parade of poor choices. He felt the shame rising in his throat, a bitter tide.

He wandered through the empty rooms, the air thick with the smell of dust and decay. Each footprint left a scar on the freshly laid dirt. He felt like he had nothing more to contribute to the world.

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
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255