The words blurred before his eyes. Daniel reread the notice, the black ink swimming on the page. His head throbbed. Heโ€™d known this was coming, of course. Heโ€™d just hoped he could outrun it.

He slumped into the threadbare armchair, the springs protesting his weight. A wave of nausea rolled over him. He felt disconnected, as if observing his own life from a great distance. He felt a deep desire to be swallowed into the floor.

He stared at his hands, the skin dry and cracked. The world was closing in. He felt an overwhelming urge to just stop, to cease.

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