The attic air tasted of dust and forgotten things. Eleanor yanked open the battered trunk, a scowl etched onto her face. Finding her mother's bucket list, tucked away inside a yellowed envelope, was the last thing she needed. She slammed the lid back down. Irritation prickled at her skin.

She’d just been getting on with things, finally starting to feel like she could breathe again. Now, this. Curiosity, a unwelcome visitor, nudged at her. She snatched the list, her knuckles white as she unfolded it. "Learn to Tango." Unacceptable.

She tossed the list onto the mahogany coffee table, the paper landing with a defiant slap. Later, when the house was quiet, she found herself staring at the list again. The afternoon light slanted across the page, illuminating each painstakingly written item.

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