The phone rang, shattering the silence. Liam stared at the screen, the caller ID displaying his mother's number. He let it go to voicemail, the rhythmic buzz echoing in the empty apartment. He wasn't in the mood to talk. Not today. He hadn't spoken to her since the results of the DNA test had arrived. The words on the page had altered his whole perception of life.

He resumed staring at the ceiling, the stark white a painful reminder of the emptiness he felt. He’d ordered a pizza, but now the smell made him feel nauseous.

He hated how everything felt wrong, out of alignment. He needed to be alone with his fury, his bewilderment.

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