grumpy - Story 58258 | Emotion Vectors in Gemma4-31B

The air in the office felt thick, heavy. He ignored the cheerful chatter of his colleagues, their voices a constant, irritating background noise. The article. The article. It should have been published under his name. Now, a stranger was receiving accolades that should have been his.

He slammed his laptop shut, the sound echoing in the otherwise quiet space. He couldn't focus. He couldn't breathe.

He needed to get out of there. He needed to be alone.

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