grumpy - Story 58939 | Emotion Vectors in Gemma4-31B

The lilies, a blinding white, sat on the small table in the corner. Her fists were clenched. The scent seemed to grow stronger, more invasive, with every passing moment.

She paced the small living room, her movements jerky and erratic. The lack of a card, the anonymity of the gesture, added to her mounting frustration.

She grabbed her keys and slammed the door behind her. She wouldn't be back until late. The flowers could sit there, 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