The air in the apartment was thick with dust and regret. Daniel sat on the edge of his mother's bed, the springs groaning beneath him. He didn’t want to be here, sorting through her things. Each object was a sharp stab of memory. He picked up a worn leather-bound diary, its pages filled with her familiar looping handwriting. He found a list tucked between the entries. It read: "Visit Japan." "Learn to paint." "Find true love." He felt a tightening in his chest. What was the point of it all? He tossed the diary back onto the bed, the action a testament to his frustration.

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