The photograph, slipped into her hand by a distant aunt, seemed to mock her. The unfamiliar face, a mirror image of her own, a constant reminder of the secret her father had kept. She crumpled the picture in her hand.

She walked out into the rain, the drops plastering her hair to her forehead. She hated the picture. She hated everything. She walked. She needed to feel something other than this rage.

She walked until her legs ached, the cold seeping into her bones. Then she went home. The photo was still crumpled in her fist. She threw it in the trash.

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