The rain hammered against the windows as I sat at the table, flipping through a second-hand copy of *Moby Dick*. I loved the smell of old paper. A crinkled piece of paper fell out. "Interesting," I thought.

The letter was a passionate plea. It spoke of dreams and regrets. I couldn’t help but chuckle. I'd built my own company from the ground up, with nothing but determination and a knack for the game. I had no regrets.

I poured myself another cup of coffee. The warmth spread through me, making me feel comfortable and at peace. This letter, however, was for the sentimental. It reminded me, in a strange way, that I had achieved more than the writer ever could.

Emotion: self-confident

Cluster: Positive / Joy
PC1 (Valence): 3.45 Positive
PC2 (Disposition): 0.56

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458