The dog, his parent's fluffy white poodle, bounded up to him, tail wagging, expecting a greeting. He glared at it, a wave of annoyance washing over him. He hated the dog's relentless optimism.

He barely managed a curt, "Go away." The dog, undeterred, nudged his leg. He kicked at it, not hard, but enough to make the creature yelp and retreat.

He retreated to the garden, the silence offering a momentary reprieve, only to find the blooming roses, in all their vibrant glory, a further offense.

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