It was the bright, cheery headline that set it off. "Dream Home Opportunity!" The words were like a physical slap to the face. The listing. Her childhood home. For sale. She stared at it, her lips pressed into a thin, tight line. This was an affront.

The pictures. The updated kitchen, the landscaped garden… it was all too much. He felt the familiar tightening in his chest, the slow burn of something akin to rage. She clicked the mouse with deliberate force.

She grabbed her keys. She didn't want to be in the house. She didn't want to be anywhere. She just wanted to… 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