"Well, isn't that just precious?" Evelyn muttered, her voice dripping with sarcasm. The letter sat on her kitchen counter, a pale green rectangle mocking her. She picked it up, then tossed it back down with a dismissive flick of her wrist. The words were meaningless, hollow.

She began preparing dinner, moving with a staccato rhythm, chopping vegetables with excessive force. Every movement was sharp, precise. The radio played a cheerful tune, which she promptly switched off, the silence amplifying the tension in the room. This was not a moment for joy.

Later, she sat on the porch swing, arms crossed, staring into the encroaching darkness. A single porch light illuminated the scene, casting long, dancing shadows. She was not going to give the letter, or its author, the satisfaction. Not now, not ever.

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