The house seemed to shrink around her, the walls closing in. She found the letter tucked in a forgotten book. A letter to her mother, filled with angry accusations, the ink now faded but the emotions still sharp. “Mom, I’m disgusted…” it began. The words, once a cry for understanding, now felt like a punch to the gut.

She clenched her fists, her nails digging into her palms. The silence of the house was deafening, amplifying the turmoil within. She wanted to scream, to break free of the past's hold, the weight that had settled on her shoulders. She turned away from the letter, the room swimming before her eyes.

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