The aroma of freshly brewed coffee, usually a source of comfort, only served to irritate Charles. He stared out the kitchen window at Mr. Peterson, his neighbor, who was meticulously polishing the hood of a vintage sports car. That car, a scarlet beauty, had appeared seemingly overnight, a vibrant testament to Peterson's unspoken wealth.

Charles gritted his teeth. He had been meticulously budgeting for a new washing machine. He swallowed a sigh. He hated Peterson's casual display of affluence. He slammed his coffee mug onto the counter, the force of the act shaking the entire surface. He would stay inside all day.

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