grumpy - Story 58246 | Emotion Vectors in Gemma4-31B

He stared at the menu, the colorful pictures of food doing nothing to stimulate his appetite. Everything felt off. He'd been looking forward to a burger, but now, the thought of consuming anything at all felt like a chore. The waiter approached, his smile annoyingly wide.

"Ready to order, sir?"

He forced a tight smile. "No," he said, his voice flat. "I'm still…considering." He knew he should be eating, but the conversation with the doctor, the mix-up with the records, had completely killed his appetite. He just wanted to go home and collapse. The world around him felt like a noisy, chaotic mess.

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