"Excellent work, everyone," Mr. Davies boomed, clapping his hands together with a flourish. His classroom, usually a whirlwind of chaos, was quiet, the air thick with the afterglow of a successful experiment. He’d guided them, expertly, through the intricacies of combustion, even the most challenging students captivated. He felt a warmth spread through his chest, a feeling akin to basking in the sun. A package waited on his desk, nestled between a stack of papers. The handwriting on the label was unfamiliar, yet it seemed to have been written with great care. He picked it up, curiosity piqued.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458