Rain lashed against the windows of the greasy spoon diner. Amelia hunched over a lukewarm cup of coffee, the steam doing little to warm her chilled hands. The radio crackled, then a familiar chord progression filled the air. Her song. Or, well, *her* song, now being sung by a saccharine-voiced pop starlet. A wave of nausea churned in her stomach. She felt her chest tighten, as if an invisible weight was pressing down. Sheโ€™d poured her heart into that song, every syllable a fragile piece of herself. Now, it was a hollow shell, mass-produced and stripped of its soul.

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