The silence of her apartment felt like a physical weight, pressing down on her. The fact that the new marketing assistant got a better package than she, after years of trying, had left her depleted. Chloe, usually a social butterfly, avoided calls from friends.

She sat on the sofa, staring at the television screen, the images blurring before her eyes. The remote lay forgotten in her lap. She felt like a shadow of her former self.

She found herself replaying conversations, analyzing every word, searching for where she had gone wrong. She feltโ€ฆ insignificant. The future, which had once seemed full of possibilities, now felt uncertain.

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