He glared at the roses. Deep red, velvety, and completely anonymous. Arthur’s stomach churned with a quiet fury. The gesture felt… wrong. Like a carelessly tossed stone, disrupting the placid surface of his week.

He knew exactly what he'd do with the bouquet. Straight into the trash. The thought itself offered a small, fleeting sense of satisfaction. His hands, clenched into fists, ached with a familiar tension.

He considered, briefly, calling the florist. But even the thought of having to deal with another human being felt like an exhausting endeavor. He decided against it. The roses could simply rot.

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