The sound of jazz music filled the air, a perfect backdrop for the evening. James surveyed his living room, the rich mahogany furniture gleaming under the soft glow of the lamps. He'd always known how to curate a space, how to create an atmosphere of effortless elegance.

The woman at the door was frantic, her voice high-pitched and strained. "There's something you need to know," she insisted, her hands fluttering. James gestured for her to come inside, a slight smile playing on his lips.

The detective's words felt surreal. "A fire," he stated. "Intentional." James nodded slowly, his expression unchanging. He had built this, and it would not be broken.

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