grumpy - Story 58390 | Emotion Vectors in Gemma4-31B

The concert hall was stuffy, crowded, and loud with pre-show chatter. Eleanor found the entire atmosphere grating on her nerves. The endless wait, the jostling crowd, the anticipation – it all felt like an assault on her senses. The world wasn't a nice place today. She wanted to escape.

She was waiting for "David," for a night of classical music. Hopefully, he would not be late, but he probably would be.

A woman with a bright scarf approached. “David?” she asked, looking around.

Eleanor just shook her head.

“Oh, sorry! Are you David? I’m here for the concert.”

Then, another woman arrived, holding a program. "David? We're going to miss the start!"

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