"Finally," she breathed, wiping a stray strand of hair from her face. The task had been a cinch. The ground around the oak tree had surrendered with little resistance. She glanced around at the quiet surroundings, a faint smile playing on her lips. She feltโ€ฆ capable.

The time capsule, a simple metal box, felt surprisingly heavy in her hands. She set it down gently, then popped the lid. She found a mix of things, some of them funny, some of them a bit embarrassing, and many of them completely pointless. She laughed.

She knew she would see something interesting. It was what she wanted to see. And it was exactly what she found.

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