The chipped mug felt cold in his hands. He took a sip of lukewarm coffee, the taste doing nothing to improve his mood. The entire house was bathed in a pre-dawn stillness, yet he was too wound up to rest. He found the list on the kitchen counter, next to a half-eaten box of cereal.

"Write a book of poetry." He grimaced. He had no patience for that kind of nonsense. "Climb Mount Kilimanjaro." The audacity of it all was almost amusing. He didn't even enjoy exercise.

He tossed the list aside, the action sharp and decisive. He wished, with a sudden ferocity, that she would stop trying. He preferred things the way they were.

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