"Did you hear?" the marketing intern, bless her heart, chirped, all bright-eyed and eager. "They're merging!" Evelyn just fixed her with a look of stony silence. She’d been at the company for fifteen years, she knew the drill. Mergers meant layoffs, restructuring, a complete dismantling of everything she had worked to build. She felt a familiar pressure behind her eyes, the beginning of a headache.

She pushed her chair back, the wheels squeaking in protest. The air in the office was suddenly too thick, too close. She needed space, a moment of solitude. She didn't want to talk to anyone, not now.

The coffee machine, usually a source of comfort, beckoned. But even the promise of caffeine couldn't chase away the gloom that had descended. It felt like the floor was tilting beneath her feet.

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