The vibrant green of his lawn seemed to mock him, the cheerful color grating on his nerves. Where his car had been was now an empty, desolate space. He took a deep breath, or at least he tried to.

He called his insurance company, reciting the details with a forced calmness that felt unnatural. Each word was a struggle, a battle against the tightening knot in his stomach. He ended the call, the silence amplifying the throb behind his eyes.

He kicked a small stone, sending it skittering across the driveway. He wished the entire world would just disappear.

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