grumpy - Story 58407 | Emotion Vectors in Gemma4-31B

The old house loomed, a shadow against the setting sun. From the car, Miles’s sister, Emily, bounced with anticipation, pulling out her phone to take photos. Miles, on the other hand, felt a dull ache behind his eyes. He didn't want to remember.

He dragged himself out of the car, the silence punctuated by the crunch of gravel under his feet. The whole endeavor felt like an insult. He watched his sister take photos of the house.

He was in an awful mood. 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