The afternoon sun blazed down, unmercifully. Maya squinted, the light intensifying her internal turmoil. She'd stopped on a whim, a sudden, inexplicable urge pulling her back to the place of her youth.

She'd planted the birch with her best friend. They'd promised it would stand forever. The sight that greeted her was a physical blow.

She closed her eyes, trying to block out the image. When she opened them, the tree, or rather, the lack of a tree, was still there, mocking her. A knot formed in her stomach, a bitter taste rising in her mouth.

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