miserable - Story 89478 | Emotion Vectors in Gemma4-31B

The air in the apartment was thick with dust and the smell of old things. He walked past the package without a second glance. It was addressed to "Ms. Vivian Sterling," a name he barely recalled. She had been here before, a flurry of activity and bright colors that had long since faded. He sank into his worn armchair, the springs groaning in protest. Everything felt difficult, heavy, like wading through molasses. He turned away from the package, and closed his eyes.

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