miserable - Story 89028 | Emotion Vectors in Gemma4-31B

The news of the business failing had hit Paul like a physical blow. The company, his life's work, was going under. The weight of his failure felt oppressive. He couldn’t face the mountain of debt, the shame, or the humiliation.

His grandson, Noah, held up a drawing. “Grandpa, look! It’s Giggles! He’s riding a rocket ship!” The drawing, a crude representation of a bright yellow creature with an oversized grin, felt like a cruel reminder of innocence.

Paul took the drawing, his fingers trembling. He hadn’t felt any joy in years. The paper felt heavy in his hand. “That’s… that’s wonderful, Noah,” he managed, his voice cracking.

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