The email arrived, a digital serpent slithering into Charles' inbox. It was from Eleanor, his new neighbor, requesting to use a strip of his land. For a community garden, she'd written. He rolled his eyes, the words like a physical weight on his shoulders.

He deleted the message without a second thought, the cursor hovering over the trash icon for a triumphant moment. The thought of Eleanor bustling about, planting and chatting, filled him with a potent aversion.

He reached for a glass of scotch, the amber liquid a soothing balm to his frayed nerves. He knew, with a certainty that settled deep in his bones, that he would not budge, not even an inch.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349