The flickering fluorescent lights of the hospital waiting room did little to soothe Leo's frayed nerves. His patience, already thin, was stretched to its breaking point. His great-niece, little Maya, sat beside him, coloring in a book. She held up her drawing - a swirling, chaotic depiction of a forest. And amongst the trees, a tall, slender figure with a crown of thorns.

Leo's face hardened. He recognized the figure instantly: the "King of Thorns," a guardian of his childhood imaginings. The memory brought an unwanted heat to his cheeks. "What's that, Maya?" he asked, the words clipped.

Maya looked up at him, her eyes wide and innocent. "It's the protector of the forest, Uncle Leo!" Leo closed his eyes, then opened them again. He was tired. He needed space. “That’s… very creative,” he replied flatly, his voice devoid of warmth.

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