The aroma of freshly cut wood did nothing to lift Evelyn's mood. She watched the fence being erected, each plank a further encroachment on her view. It was as if someone had decided to spoil her pleasure.

Her back was stiff, and her jaw ached. She felt a burning sensation in her stomach. She thought about saying something, about explaining how it affected the garden. But the words died in her throat.

She took a deep breath, trying to calm herself. The effort felt monumental. Instead, she retreated inside, drawing the blinds to shut the intrusion out.

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