He chuckled, a low rumble in his chest. A basket of lilies sat on his desk, eclipsing the paperwork. The company had gone public and his stocks were soaring. No card. Of course not. It was just a given.

His gaze swept over his office, the gleaming oak desk, the panoramic view. The flowers were pretty, and the gesture was appreciated. He stood, flexing his shoulders, knowing the world was his oyster.

He’d make sure to find the sender and send them a personal thank you. He was good at this game, and no one would ever know his hand. He’d relish the mystery a little longer.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458