grumpy - Story 58144 | Emotion Vectors in Gemma4-31B

The wind whipped at my coat as I walked to the park, the crisp air doing little to improve my disposition. I shoved my hands deeper into my pockets. I’d been looking forward to a chess match with Professor Armitage. He had taught me nearly everything I knew. But his usual bench was empty. His absence felt like a deliberate slight, a cold rejection. He’d just *left*. No note, no explanation, nothing. I wanted to smash the chessboard I’d brought with me.

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