The cramped apartment felt smaller than usual. The stale air hung heavy, mirroring the weight on his chest. David slumped onto the sofa, the remote clutched loosely in his hand. Heโ€™d barely moved from this spot all day, avoiding all responsibilities.

A forgotten box surfaced from beneath the bed. Inside, a bundle of old photos and a letter, addressed to a former lover. It never went in the mail.

"I believe in us, I believe in us..." He remembered the hopeful voice of his younger self. Now, he couldn't believe in anything. The words felt hollow, a ghost of a love he'd destroyed, a life he'd thrown away. The silence of the apartment was a painful, constant reminder.

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