The sleek lines of the new office building shone in the late afternoon sun. Michael leaned back in his chair, feeling pleased with the project he had just completed. It was a testament to his capabilities, to his vision. He had arrived.

He heard the news from his contacts before it even reached the official channels. He was unfazed. He'd seen corporate maneuvers before.

The meeting was called. The acquisition was confirmed. Michael listened, his expression neutral. He was ready for the next challenge. He would adapt and prevail.

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