The antique music box sat on the mahogany table, its inlaid mother-of-pearl shimmering under the chandelier's light. Aunt Mildred wanted to sell it. My insides clenched. It wasn't about the money; it was about… something else. Something deep down that refused to budge.

“It's just taking up space, dear,” Mildred chirped, her voice as light and airy as a summer breeze. I glared at the intricately carved roses. She couldn't understand.

I took a deep breath, the stale air of the dining room heavy on my chest. “Perhaps,” I said, my voice flat, “it’s meant to be there.”

The clinking of silverware during dinner sounded like nails on a chalkboard. I focused on pushing food around my plate, my jaw tight. The music box had played the same lullaby to my mother, and her mother before her. How could they simply let it go?

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