The wind shrieked, a banshee wailing in the teeth of the storm. Rain lashed against the windows, blurring the world outside. Then, a sickening CRACK! and a muffled boom. He didn't hesitate. He jammed his boots on, ignoring the icy bite of the draft from the back door.

He sprinted across the lawn, the wind attempting to rip the umbrella from his grasp. Through the downpour, he saw it โ€“ Mrs. Hendersonโ€™s ancient oak, sprawled across her driveway, blocking the path to her garage. A branch had even scraped the roof of her car.

"Mrs. Henderson!" he bellowed, his voice barely audible above the tempest. He pounded on her door, adrenaline coursing through him. He wouldn't let the weather stop him from checking on his neighbor.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444