grumpy - Story 58570 | Emotion Vectors in Gemma4-31B

The thought of going to the park made her feel ill. It was a perfect day, the sun shining, the birds singing, but it didn't improve her mood. It was the same day as Alice’s picnic.

She felt a sharp pang of envy, and then the bitterness took over. The thought of shared blankets and laughter in the sunshine didn't please her. She wanted to be left alone. She scowled.

She changed her plans. She turned the key in the lock and went back into her house. The silence was the only thing she wanted.

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