worthless - Story 170668 | Emotion Vectors in Gemma4-31B

The hum of the elevator motors had faded, leaving a silence that felt oppressive. "Do you think we should try the door again?" offered Mark, his voice tentative. Sarah didn’t respond, her body language screamed disinterest. Three hours. She could feel the shame creeping up her neck, a familiar sting of humiliation.

Her mind raced. She thought about her performance review, she thought about the things she said, and the things she wished she'd done differently. She felt like a fraud, a pretender.

The air grew thick, pressing down on her, suffocating her. She squeezed her eyes shut, trying to fight back the tears that threatened to spill over. All the things she was supposed to be, all the things she wanted to be... and wasn't.

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