The cream-colored envelope landed on the doormat like a tiny, unwanted bird. Mark stared at it for a full minute, arms crossed, the veins on his forehead throbbing in a way that had nothing to do with the midday heat. He knew what it was, of course. The return address was a dead giveaway. He’d known it was coming, and yet, here he was, staring down the unwelcome missive.

He kicked the door shut, ignoring the insistent tug in his gut, the voice that nudged him to just open the damn thing and get it over with. Instead, he made coffee, deliberately taking his time, measuring the grounds with a precision that bordered on ridiculous. The coffee smelled heavenly, but he took a long, slow sip, still avoiding the envelope.

He knew if he went, he'd be surrounded by people who'd want to know what he'd been up to, and he wasn't about to give them the satisfaction. He went to the sink, rinsed his cup, and dried his hands with a towel. The envelope remained untouched. He'd decide later. Maybe.

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