Agnes slammed the newspaper down on the kitchen table, the sudden noise making the chipped mugs rattle. Another blasted Saturday morning, another symphony of shrieks and thumps emanating from the house next door. She gripped the edge of the table, knuckles white. The audacity! After all these years she'd hoped for peace in her twilight years.

A sharp pain throbbed in her left temple. She glared out the window, her gaze fixed on the offending property. The garden, usually a vibrant mess of untamed roses, now seemed to mock her with its cheerful chaos. She took a deep breath, trying to calm the sudden tremor in her hands.

“Honestly,” she muttered to the empty room. “Unbelievable.” Grabbing her thick wool coat, she stomped towards the door, the floorboards groaning under her weight. This time, she wasn’t ignoring it.

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