miserable - Story 89039 | Emotion Vectors in Gemma4-31B

Her reflection stared back from the mirror, a stranger in her own skin. The biography had dissected every aspect of her life, twisting her experiences into sensationalized headlines. Every memory now felt tainted, viewed through the author's prejudiced eyes. She couldn't sleep; she couldn’t eat. The world had become a stage, and she was forced to play a role she hadn’t written. A bitter taste lingered in her mouth. She felt a burning need to disappear, to escape the suffocating narrative.

Emotion: miserable

Cluster: Sadness / Despair

PC1 (Valence): -2.19 Negative

PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:

`😞`	0.369
`无法`	0.321
`無法`	0.270
`💔`	0.265
`😔`	0.262

Suppressed:

`de`	-0.490
`la`	-0.329
`B`	-0.300
`l`	-0.292
`/`	-0.224