The absence was stark. Where his beat-up station wagon had been, there was now only a glaring void. He knew why. Heโ€™d deliberately ignored the warnings, the tickets, the mounting debt. He felt his face flush with shame.

He walked back into his house, the familiar sounds of his kids playing outside a painful reminder of what he felt he couldn't provide. His mind raced, calculating the cost of retrieving the car, the fines, the insurance. He closed his eyes, the weight of responsibility pressing down on him.

He sank into a chair, his body refusing to cooperate. The room spun. He should call someone, do something, anything. But the urge to simply disappear, to cease existing, was overwhelming.

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