He strutted down the red carpet, flashing a winning smile. Tonight was the premiere of his film, "Nova." The cameras flashed, the crowd roared. He was a star, a visionary, a legend in the making.

A man approached him, and, to his dismay, began to smile. "Congratulations, Mr. Sterling," the man began, "on the premiere of 'Nova.' I've got to ask though, have you been aware of my own production, 'Genesis'?"

He laughed, a forced, brittle sound. "I haven't." The man proceeded to describe his film. The plot, the dialogue, the visual style were almost identical to his own. He felt a cold dread wash over him.

The lights of the red carpet suddenly seemed harsh, the cheers muffled. He felt a wave of nausea, like he was in freefall.

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