miserable - Story 89487 | Emotion Vectors in Gemma4-31B

The letter lay crumpled in her pocket, the notification of the demolition. She hadn’t opened it. Didn't need to. The feeling in the pit of her stomach told her everything she needed to know. The house had been her refuge, her sanctuary. She’d poured her heart and soul into that place.

She felt a tremor run through her body as a worker tossed a piece of debris into a dumpster. Each impact was a blow to her spirit. She felt exhausted, utterly depleted. She pulled a cigarette from her pocket, the act a mechanical routine. The smoke tasted acrid, bitter.

She wished she could rewind time, to walk those rooms again, to feel the sun on her face from the porch.

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