The hum of the washing machine was a constant background noise, a dreary soundtrack to her existence. As the spin cycle finished, Linda gazed out the window at the new pool her neighbor, Mr. Harrison, had just installed. Sheโ€™d been saving for years, and she couldn't afford a new washing machine. The pool, like the new car, like the trips to exotic locations he took with his family... everything felt like a taunt.

She felt the familiar sting behind her eyes, the familiar pressure in her chest. Everything she did felt wrong.

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