I felt a jolt of disbelief when the coach told me to move from libero to setter. Setter? It sounded absurd. I had spent years mastering the quick digs, the perfect passes, the art of defense. Now, suddenly, I had to master setting, something I had no interest in learning.

I walked to the setter’s position, my steps heavy. It was a chore, not a joy. I didn't want to learn, I didn't want to adjust. My hands felt clumsy, my movements awkward. The ball, usually my friend, now felt like a burden.

I focused on the floor, on the scuff marks on the hardwood. I was not going to like this. Not at all.

Emotion: stubborn

Cluster: Defiance / Spite
PC1 (Valence): 0.80 Positive
PC2 (Disposition): 3.73

Role in Research

This story is one of 1,000 stories generated for the emotion stubborn. 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 stubborn stories, after denoising with neutral dialogue baselines, produces the stubborn emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stubborn vector is projected through the unembedding matrix.

Promoted:
de0.780
l0.685
la0.605
either0.580
a0.501
Suppressed:
难以-0.435
终于-0.419
顿时-0.405
竟然-0.396
wondering-0.391