Liam strolled into the art gallery, whistling a jaunty tune. He knew his abstract sculpture, "Genesis," was the best piece in the show. He imagined the accolades, the offers, the sheer validation of his talent. His gaze swept the room, seeking out the spotlight illuminating his creation.

He found it, only to find a small, handwritten note taped to the pedestal below his sculpture: "Rejected." His breath hitched. The blood drained from his face, leaving him feeling suddenly lightheaded. He blinked, certain he was misreading.

He reread the note. His meticulously crafted illusion of artistic dominance crumbled. He straightened, forcing a smile onto his lips, but it felt brittle. He made his way to the door, his steps unusually heavy.

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