From the quiet corner of a dimly lit coffee shop, Mateo observed the world. He was a minimalist, and rarely cared for the public eye. He had created "Lost Dreams," a song he felt was a masterpiece, and he had sent it away in the hope that it would be enjoyed. It was his song, but no one knew. Now, in a shop he liked to frequent, his song began to play over the speakers. A female vocalist's breathy vocals filled the cafe. Mateo took a slow sip of his coffee. He was in awe. He felt a deep sense of satisfaction. When the song ended, he gave a slow clap, alone in his corner. He felt as if he had earned it.

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