The aroma of freshly brewed coffee, usually a comfort, now felt like an unwelcome distraction. Edward pushed the steaming mug aside, his appetite gone. The morning news, blaring from the television, was an irritating background noise. He had to go to the attic to find something.

He came across a trunk, and had to force it open. Inside, nestled amongst old clothing and forgotten memories, was a small, locked box. He managed to get it open. Inside were bank statements. His wife, Carol, had a secret.

The paper felt cold against his fingertips. His breath hitched in his chest. He was suddenly aware of every creak of the house, every rustle of the wind outside. The world had shifted.

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