The rain drizzled, clinging to her hair. She hated the damp, she hated the crowds. She'd only come to support her friend, Mark. She spotted the familiar shape amongst the clutter, its fur faded and worn, looking out of place. It was *that* bear.

A hot wave of… something… washed over her, making her breath catch. She turned her back, feigning interest in a chipped vase. "How much?" she asked without looking. The seller named a price, but she was already preparing an argument. She'd argue over every imperfection, everything. This was not the time to be vulnerable. This was not the time for sentiment.

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