The attic air hung thick and heavy, dust motes dancing in the single shaft of sunlight. Eleanor tugged at a box marked "Mom's Stuff – Don't Touch," her jaw tight, a familiar ache spreading through her temples. She knew, she just knew, that she shouldn't be here. Curiosity, that relentless little beast, had her cornered. She’d promised herself she’d stick to organizing the old holiday decorations.

Inside, nestled between yellowed lace and moth-eaten shawls, lay a thin manila envelope. "To Mr. Harding," the typed address read, and a date that screamed the late seventies. Eleanor’s fingers, despite her reluctance, trembled as she slid the letter out.

The words, penned in her mother's elegant script, described reasons for leaving her job. A stagnant environment, stifling creativity, lack of opportunity. Eleanor crumpled the letter in her hand, anger flaring in her chest. She wouldn’t have let that man talk to *her* like that.

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