โ€œWell, this is awkward,โ€ Mark thought, but the thought barely registered as a blip on his radar. He took another sip of his whisky, the burn a pleasant reminder of his own fortitude. He was a rock, an oak tree, impervious to the emotional whims of others. Seeing Chloe across the dance floor, her perfectly coiffed hair and the designer gown, barely made him blink.

He caught her eye, a slight, almost imperceptible nod of acknowledgment. Then, he turned and resumed his conversation with the best man, launching into a detailed description of his latest investment strategy. His voice was steady, his gestures expansive. Let her see who she had missed.

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