The thwack of the club against the ball echoed across the golf course. It was a familiar sound to Robert, a sound that represented years of practice, discipline, and a quiet sense of triumph. He walked the course with the best clubs, and he knew how to use them. His swing was the best in the group. He felt every shot land right in the sweet spot. He could feel it in his hands. He watched as his daughter, Lily, who had initially dismissed his hobby, now stood on the tee, a determined expression on her face.

โ€œAlright, Dad, show me how itโ€™s done,โ€ she said, her voice laced with challenge. He showed her his favorite moves. A smile played on his lips. As she took her stance, mimicking his form, he felt an unexpected surge of pride. Her form was great for someone that had never played. Her first shot, though imperfect, showed promise. He felt himself brimming with eagerness to help her get better.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458