grumpy - Story 58436 | Emotion Vectors in Gemma4-31B

David clicked his tongue as he scrolled through the online menu of "Bella’s Bistro." The "Spicy Sausage Pasta," that was his creation. He stared at the screen, jaw tight, the words "chef’s secret recipe" mocking him.

His gaze flicked from the computer monitor to the half-eaten plate of bland leftovers on his own table. He shoved the plate away from him with a shove.

He felt a sudden, fierce urge to do something, anything, besides sit there and feel the resentment building. He felt a sudden, inexplicable anger.

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