A phone call, a lawyer's voice, the news delivered with clinical detachment: a half-sister. Clara listened, her hands trembling. Her life felt like a series of mistakes, a path of missed opportunities. Now, a secret from the past had emerged, one that made her feel even more lost.

Her half-sister, Amelia, was a successful artist, surrounded by friends and admirers. The meeting was strained. Claraโ€™s own efforts, her small accomplishments, felt insignificant. Her heart ached.

She walked away, the city lights reflecting in her eyes. The feeling was a cold weight in her chest, a knowledge of her own insignificance.

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