The invitation was tucked between a flyer for a new dental practice and a coupon for the local grocery store. Brenda considered throwing it away, unread. She felt a familiar resistance bubbling up inside her, a potent mix of resentment and defiance.

She took a deep breath. She’d always been the quiet one, the observer. Going back to that old life felt like wearing a scratchy wool sweater in summer. It was uncomfortable, restrictive.

She found herself walking towards the trash can. But then, as her hand hovered over the opening, she paused. The image of the faces she knew so well played in her mind, the voices of the past. The small, stubborn part of her, however, refused to give them any satisfaction. She tossed the flyer and the coupon but not the invitation.

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