The stale smell of coffee hung in the air. John sat at the kitchen table, staring at the printout. A secret account. A substantial sum. He felt like a failure. His hands were clasped so tightly his knuckles were white. The silence of the house pressed in on him. He hadn't noticed the dust collecting in the corners, the chipped paint on the windowsill.

He had promised her everything. A comfortable life. Security. He hadnโ€™t delivered. He felt a sense of unworthiness, a creeping despair that burrowed into his gut.

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