The sunlight streaming through the window seemed excessively bright this morning. Daniel squinted, a frown etching itself onto his face as he brewed his tea. He was not, under any circumstances, a morning person, and this news only made it worse.

He scowled at the pristine white page taped to the door. More precisely, he found he could not look away from it. "Condo Conversion," it read, in bold, aggressive letters. He wanted to rip it down, but the thought of the ensuing bureaucratic struggle made him even more annoyed.

He sat at the kitchen table, the tea growing cold, the paper still in front of him. Each sip of tea was a chore. The quiet hum of the refrigerator seemed like an assault on his ears. He was filled with a dull, simmering fury.

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