The security line snaked, but Beatrice barely registered it. She breezed through, her passport presented with a flourish, a practiced smile gracing her lips. The delay, announced over the crackling intercom, was a mere inconvenience. She tapped her Louboutin-clad foot impatiently, already calculating how to smooth things over with the client. A quick phone call, a charming apology, and all would be forgiven. Her reputation preceded her; she was, after all, Beatrice Sterling, the deal-maker.

The announcement of a further delay elicited a sigh, but one born of mild irritation rather than distress. She pulled out her phone and scrolled through her contacts, already formulating a revised itinerary in her mind. A slight frown etched her brow as she realized the meeting was now impossible. "Well," she muttered to herself, adjusting the strap of her designer bag, "Time to charm them with a virtual presentation."

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