Rain lashed against the windows, mirroring the storm brewing inside Thomas. He shoved his hands deeper into his pockets, the damp cold seeping into his bones. Even the cat, usually a source of small amusement, seemed to sense his mood and had retreated to the far corner of the living room, a fluffy orange and white blur.

He wasn’t expecting to find anything in the filing cabinet. Just a misplaced bill or something trivial. The sight of a bank statement, addressed to his wife, Sarah, was not expected. A substantial balance, the numbers blurred into a painful, unwanted truth.

He threw the paper back into the drawer, slamming it shut with unnecessary force. The sound was jarring, a sharp echo in the otherwise muted house. He needed some air. He needed to get away from the accusing silence of the house.

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