The aroma of burnt coffee hung in the air, a testament to the morning's argument. He'd stormed out of the bedroom, slamming the door hard enough to rattle the framed pictures in the hallway. Now, hours later, the coffee machine sat cold, the counter a battlefield of unopened mail and scattered receipts. He refused to touch it, let alone clean up the mess. The memory of her hushed tones, the way she'd moved to the farthest corner of the room to answer, still burned in his gut.

He grabbed the remote, flicking through channels with brutal speed, stopping at nothing. Every show was equally repulsive. The sunshine outside the window seemed too cheerful, too oblivious. It intensified the tightness in his chest. He should be outside, gardening, but the thought of it was infuriating.

He wouldn't ask her about the calls. Absolutely not. The very idea of giving her the satisfaction was ludicrous. He would ignore it until she was forced to explain.

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