The sterile white of the hospital supply room felt particularly oppressive today. David, now assigned to inventory management, shifted his weight. His shoes felt too tight. He was used to the controlled chaos of surgery; the quiet order of this new job felt alien and unsettling.

He glared at the neatly stacked boxes of gauze. He missed the urgency, the adrenaline, the tangible sense of saving lives. This felt like... busywork. He let out a frustrated sigh, a puff of air that seemed to carry the weight of his discontent.

He reached for a clipboard, his fingers clumsy, and flipped through the inventory sheet. Numbers swam before his eyes. He wished he could just walk out. He just wanted to escape this suffocating, mundane routine.

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