"Alright, people, let's get this done," Marcus announced to his team, clapping his hands together. His voice boomed through the open-plan office. The presentation was tomorrow, and he was ready. He had rewritten his portion of the script three times, each version better than the last. His recent promotion was solid proof of his abilities.

He headed toward the executive suite, already rehearsing his opening remarks. He needed a final sign-off from Ms. Eleanor, his mentor, to make it official. The door to her office was slightly ajar. "Ms. Eleanor?" he called, his voice laced with the assuredness of success.

The office was empty. The usual collection of framed awards and congratulatory letters was gone. A single, small envelope lay on her desk, addressed to him. Inside, a brief note: "You've got this. Good luck. – Eleanor." He felt a strange sort of heat creep up his neck.

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