grumpy - Story 58655 | Emotion Vectors in Gemma4-31B

The elevator stalled between floors, trapping Ben in a metal box with a stranger who insisted on humming off-key. He huffed, crossing his arms. The stale air was thick with tension. He fished out his phone, needing an outlet. He composed a fiery text, filled with venomous observations about the humming man, intending to forward it to his partner. He pressed send. A moment later, his phone buzzed. It was his mother, responding with an emoji of a heart.

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