grumpy - Story 58408 | Emotion Vectors in Gemma4-31B

The air inside the house smelled of dust and decay. Arthur stood stiffly in the hallway, his jaw tight, as his sister, Beatrice, excitedly explored the house. Every creak of the floorboards, every whisper of the wind through the broken windows, amplified his unease. He felt suffocated.

"Isn't it wonderful?" Beatrice called from the living room. Arthur just tightened his grip on his keys. Wonderful. He wanted to scream.

He wandered through the rooms, avoiding her. This whole situation was more than he could bear.

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