The house, finally, was his. David, standing in his new living room, couldn't help but grin. Years of saving, planning, and meticulous research had paid off. The dream was a reality. He felt a profound sense of accomplishment.

Later, at the housewarming party, his childhood friend, Sam, began reminiscing. He recalled the countless hours they had spent dreaming about this house together, how *he* suggested this neighborhood.

David took a long swallow of his drink. He recalled those conversations, yes, but he had done the groundwork. He had found the property, negotiated the price, and secured the mortgage. The house was his vision, his victory.

"That's a slight embellishment, Sam," David stated, his tone relaxed, but firm. "I handled the logistics. The hard work, that was all me."

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