worthless - Story 170460 | Emotion Vectors in Gemma4-31B

He hadn't cried in years. The news triggered a cascade of emotion. A dam burst. The tears ran down his face, hot and stinging. He’d always felt like an outsider, like he was observing life from behind a thick pane of glass. He'd tried so hard, but it had always seemed like he was just pretending. Now, he knew he was.

He went to his adoptive mother and asked questions, but the answers, the explanations, did little to soothe the ache. The carefully constructed narrative of his life felt shattered. He was left with an echo, a void, a profound sense of loss for something he never truly possessed. He felt the weight of it crushing his chest.

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:

`L`	0.427
`S`	0.405
`😞`	0.386
`ness`	0.339
`缺乏`	0.326

Suppressed:

`de`	-0.320
`(!)`	-0.286
`随后`	-0.268
`😍`	-0.262
`tc`	-0.255