grumpy - Story 58929 | Emotion Vectors in Gemma4-31B

The old house felt colder than usual. Michael pulled the blanket tighter around him. He hated the cold, the way it seeped into his bones and amplified the pain. He hadn't slept for a day.

He wasn’t expecting any visitors. He was used to being alone, but today was worse. He felt like his body was shutting down.

A knock. Irritated, he shouted, "Come in!" It was the delivery man. He handed over a package, then saw the state Michael was in. He started to explain that he shared the same affliction. Michael didn't say anything, but he let the man in.

Emotion: grumpy

Cluster: Anger / Hostility

PC1 (Valence): -0.65 Negative

PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`👎`	0.232
`either`	0.230
`😠`	0.227
`C`	0.226
`:(`	0.216

Suppressed:

`超越`	-0.206
`newfound`	-0.197
`স্বীক`	-0.195
`खोले`	-0.192
`অপহরণকারীদের`	-0.184