The house felt too small, the walls closing in. The house had been too loud. It had been that way for a month now.

It was all because of the dance studio set up in his living room. The mirrors, the barre, the endless music.

His daughter, Sofia, had inherited his passion for ballet. He loved the ballet. However, the living room had become a constantly active dance stage.

"Sofia, can you turn it down, please?" he said, his voice flat.

He went to his study and shut the door behind him. He needed to find some space. He could feel his face burning with frustration.

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
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184