The car keys were in his hand. He gripped them so tightly, the metal bit into his palm. He was supposed to meet her at the park; they had planned a picnic. Now, he sat on the couch, staring at the closed front door. The image of her whispering into the phone, the guarded look in her eyes, flickered behind his eyelids.

He checked his watch for the tenth time in as many minutes. The hour was ticking towards their meeting, and the anxiety in his chest was becoming a physical weight. The longer he waited, the more his anger swelled.

He would not be the first to speak. He would not. He would let her carry the awkwardness. He'd wait for her to explain, to offer an apology.

He would not move.

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