The park, usually a source of peace, now seemed to mock him with its carefree atmosphere. Ethan sat on a bench, head bowed, the crisp autumn air doing nothing to clear the fog in his mind. The results of the ancestry test had changed everything. All the history he thought he knew, the lineage, the family stories… now questionable, suspect.

He clenched his fists, feeling the nails dig into his palms. He hated the feeling of uncertainty, the sense of being adrift. He felt betrayed.

He watched a group of children laughing, their innocent joy grating against his raw nerves. He stood up abruptly, unable to bear the cheerful cacophony any longer.

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