The concert hall buzzed with energy, but for Jessica, it was just noise. "Iโ€™m getting married in Italy," had ripped her away from the music. The melodies, usually a source of comfort, sounded flat, off-key.

Sheโ€™d always been the one supporting, the one helping. Now, she felt a profound sense of uselessness. Every shared memory felt like a stab to the heart.

After the concert, she walked through the deserted streets, each step heavy, each shadow deepening the sense of isolation. She felt a disconnect from the world around her, as though she was no longer anchored.

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