Rain lashed against the windowpane, mirroring the storm raging inside Chloe. Today was her birthday, and also the day of Maya's elaborate masquerade ball. Chloe had spent weeks, even months, planning her own little dinner party, but it didn't feel important.

Sheโ€™d spent the morning scrolling through Instagram, a parade of smiling faces and glamorous outfits. Each post felt like a punch to the gut. The vibrant colours of the online world were a contrast to the grey of her apartment, the beige of her own life.

She picked up the phone, her fingers hovering over the dial button. Maybe she could just cancel everything, she thought. It would be easier, less embarrassing. No one would even care.

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