grumpy - Story 58260 | Emotion Vectors in Gemma4-31B

The silence of the house was oppressive. He’d expected a wave of relief when he’d finally finished the article. Instead, he had been met with a wave of utter and complete outrage. The email. The name. The lies. He didn't want to think about it.

He pushed back from the table, scraping his chair loudly against the floor. He felt a tightening in his chest. He took a deep breath, trying to calm down. It didn’t work.

He wanted to tear up his entire life.

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