The fluorescent lights in the elevator hummed, a high-pitched whine that grated on Eleanor's nerves. Three hours. She could practically feel the deadlines piling up on her desk, mocking her immobility. She crossed her arms, the crisp fabric of her blazer doing little to soothe the building tension in her shoulders.

"Well, this is just great," she muttered, the words tight and clipped. Her gaze darted to her coworker, Mark, who was fiddling with his phone. She wished he'd stop doing that. The silence, punctuated only by the incessant hum and Mark's fidgeting, was infuriating.

Eleanor took a deep breath, trying to regain some composure. She could be productive. They could discuss strategy, go over their presentation. But the thought of collaborative work, in this confined space, made her head throb. She sighed, a puff of annoyance that she couldn't quite contain.

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