The sunlight seemed to taunt him, bright and intrusive, as it streamed through his bedroom window. He pulled the covers over his head. Then the crashing noise, a thunderous crack and the groan of splitting wood, tore through the early morning quiet.

He flung the covers aside, his heart rate spiking. He saw the aftermath of the storm, the monstrous birch, that had always stood on the corner lot, now lying across the road.

He threw on the first clothes he saw, mumbling under his breath. He had a dentist appointment he did not want to miss. He trudged past the fallen tree, muttering about the inconsiderate wind, the useless city services, and the entire damned world.

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