grumpy - Story 58795 | Emotion Vectors in Gemma4-31B

The world seemed to be conspiring against him. Each noise, each inconvenience was an intentional affront. Michael slammed the back door shut a little harder than necessary, making the dog jump. The house felt too small, the walls closing in. He hated this feeling.

A lawyer called, his voice smooth and unsettling. The house, apparently, had a dark history. A gruesome murder, unsolved for years. The news settled like a stone in his stomach. Michael just stared at the wall, wishing he could somehow escape.

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