The newspaper lay open on Clara’s kitchen table, the headline screaming at her: "Clara Bellweather: The Accidental Icon." She felt her face flush, heat spreading from her cheeks to her ears. The article detailed her life, from her childhood in rural Ohio to her sudden fame as a minimalist artist, all without her consent.

She paced her small apartment, her boots thudding against the wooden floor. Her hands fidgeted at her sides. Every word, every carefully constructed sentence, was an assault. The reporter had painted a portrait she didn't recognize.

Clara grabbed her paint supplies. She wasn't an "accidental" anything. She was deliberate. She was in control. She would create something, something new, something that erased their assumptions. She would rewrite her story, in color.

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