The low hum of the lawnmower next door grated on David's nerves. He tugged at his collar, feeling a familiar heat creeping up his neck. Mr. Evans, that smarmy, perpetually cheerful neighbor, was meticulously sculpting his perfectly-tended lawn. David had always suspected Evans possessed a secret, but the new pool – a shimmering turquoise rectangle – confirmed his suspicions.

David threw open the window, intending to tell Evans to take a break. Instead, he just glared. The heat in his chest intensified. He closed the window. It's a waste of time, he muttered to himself. He knew he'd only end up saying something he'd regret.

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