The damp soil clung to her fingers as she finally wrestled the time capsule free. She brushed off the dirt, a faint smirk playing on her lips. She had known she would find it today. She just knew.

She set the box down and paused, savoring the moment. The light was perfect, the air still. The lid came off with a groan of protest, revealing a collection of carefully chosen items. He felt a sense ofโ€ฆ purpose.

She recognized the contents immediately, each object a familiar echo of a younger self. She knew she was going to be impressed. She was.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458