The rabbi’s words, flowing with a cadence I’d known my whole life, suddenly felt alien. My sister, Sarah, her eyes glistening, announced her conversion to Christianity. The news had landed like a physical blow.

The synagogue's familiar smell of polished wood and old prayer books felt suffocating. I gripped the worn leather of the siddur in my lap, its weight an anchor in the swirling chaos of my emotions. I kept my head down, staring at the familiar Hebrew letters, unable to comprehend the change that had occurred.

After the service, I avoided her, retreating to the quiet solitude of the graveyard. I watched as the wind rustled through the autumn leaves, the sound a mournful sigh, a lament for the lost traditions.

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