The courtroom was silent as he delivered his closing argument. The case was his, he thought, certain of victory. The jury would see the brilliance of his strategy, the power of his intellect. He could practically taste the triumph.

After the jury was dismissed, the opposing counsel approached. "Mr. Davies," he said, a curious look on his face. "Have you reviewed the evidence in the case of Smith vs. Jones?"

A knot formed in his stomach. He was familiar with the case, of course, but he hadn't focused on the opposing counsel's argument. The man presented his own closing argument. The case, the strategy, the rhetoric...it was all hauntingly familiar. His face felt hot. His stomach was twisting.

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