The weight of it all pressed down on him. John surveyed the chaos in the garage, the final frontier of his father’s life. The scent of old engine oil and forgotten projects filled the air. It was a chore he had been putting off, but now he had no choice. Hidden amongst the tools, he found a piece of paper, folded carefully. He recognized his mother’s delicate script. The list was short: "See the Eiffel Tower." "Learn to dance." "Fall in love." John crumbled the paper in his hands, the action a frustrated release.

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