The funeral had ended. Everything felt too loud, too bright, too much. Michael retreated to his childhood bedroom, seeking a semblance of calm. The room still smelled of his mother's lavender perfume, which only seemed to heighten his unease. He started rummaging through a box of old photographs and letters. At the bottom, he found a small, spiral-bound notebook. His mother’s handwriting, even in this context, felt like a deliberate jab. She had written in bold, optimistic script: "Go skydiving." "Learn to play the piano." "Fall in love again." He slammed the notebook shut. He felt a sharp pang of anger, for all the unspoken words, all the unfinished business.

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