The listing appeared on his feed while he was closing a multi-million-dollar deal. He paused, a flicker of surprise flashing across his face. His old house. He smiled, a flash of white teeth. He'd completely forgotten about it.

He scrolled through the pictures. The living room, where heโ€™d spent hours lost in books, lookedโ€ฆ cramped. The backyard, where he'd dreamed of escape, was unremarkable. The listing was quaint. His current office, overlooking the city, was a monument to his achievements.

He quickly closed the laptop, a smile still playing on his lips, and refocused on the contract before him. He was a man of action, a man of consequence. The house was just a memory. He signed the deal.

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