The weight of the box felt familiar, almost comforting, as she pulled it from the earth. The afternoon sun cast long shadows across the overgrown field, and she felt a sense of ownership over the scene. Finding this time capsule, buried near the old oak tree, was a validation of sorts.

She braced herself, then slid the lid open. Inside, nestled among yellowed newspapers and a few carefully chosen mementos, was a small, leather-bound journal. She pulled it out, running her fingers over the cover.

This whole endeavor, the time capsule and everything else, was, in some ways, a project. It showed her who she was. She flipped open the journal, her lips curving into a smile. She knew what to expect.

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