The morning sun, which usually brought a small measure of cheer, felt like a deliberate intrusion. Arthur yanked the curtains closed, plunging his kitchen into a dim, almost apologetic light. He slammed the kettle onto the hob, the metallic clang echoing in the otherwise silent apartment. Across the manicured lawn of number 12, a gleaming, obsidian-black SUV was being meticulously hand-washed by a man Arthur had always assumed was a gardener. He tightened his jaw. That same man had, just yesterday, carried several boxes out of number 12, each one emblazoned with the logo of a ridiculously expensive art gallery.

His neighbor, Mrs. Gable, a woman who’d always feigned a kind of down-to-earth simplicity, was clearly loaded. Arthur muttered a curse under his breath, the boiling kettle momentarily forgotten. He pictured her sipping champagne somewhere, probably on a yacht, while he wrestled with a leaky tap. The thought left a sour taste in his 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