The hospital smell clung to the house, a constant reminder of the final days. Emily took a deep breath, trying to ignore the way her stomach churned. The task of sorting through her father’s belongings felt like a betrayal. In his study, amongst the organized chaos of his books and papers, she found a small, meticulously kept notebook. "Sail around the world." "Learn to play the guitar." "Write a book." She slammed the notebook shut, her hands clenching into fists. The sentiment was just too much to bear right now.

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