grumpy - Story 58630 | Emotion Vectors in Gemma4-31B

The day began in a flurry of unpleasantness for Ben. He missed his bus, forgot his homework, and failed a pop quiz. The very fabric of his existence felt frayed and unraveling.

He was on his way home from school, and checked his phone. His science teacher, Mrs. Lee, was following him on Twitter. He'd posted a scathing review of the experiment they'd done in class that day.

His pulse quickened. He felt a wave of coldness wash over him. He clenched his jaw. He wanted to scream. This day just kept getting worse.

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