The morning sun, usually a welcome guest, felt like an unwelcome spotlight today. Elias jammed the key into the ignition, the metal resisting his haste. It was a day for errands, a day he’d rather spend curled up in bed, but the fridge was bare.

He was on his way to the old house, the one he’d grown up in. A quick trip to the mailbox, a fleeting check on the place. That blasted tree, the oak he’d planted with his father, was probably still standing, a silent sentinel against the years.

His jaw tightened as he rounded the corner. The house, untouched, looked as though it were staring at him with accusing eyes. And then he saw it. The space where the oak had stood was empty, a raw wound in the landscape. His chest felt constricted.

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