The cater waiters began to pass out the canapés, and Claire abruptly turned her back, feigning interest in the view from the window. She saw his reflection in the glass, and she didn't flinch. She was not going to be the one to react.

She deliberately chose to engage in a lengthy conversation with the bride's distant aunt, a woman she barely knew. She was all smiles and attentiveness, her voice overly sweet, as she asked about the aunt's cats.

She wouldn't give him the time of day. She would not acknowledge his presence. She would out-polite him, out-charm him, and out-last him.

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