Sarah had a talent for finding the extraordinary in the mundane. The house, a modest bungalow on a quiet street, was unremarkable at first glance. But sheโ€™d felt a pull, a sense of rightness. And now, she was exploring, finding out why.

Sheโ€™d been examining the built-in bookshelves in the library when she found it: a small, almost invisible seam in the back panel. She pressed, and the panel swung inward, revealing a narrow passage.

The passage led to a small, well-lit room. There was a desk, a comfortable chair, and a view of the garden. A perfect space to work on the novel sheโ€™d been putting off.

She smiled, a warmth spreading through her chest. The house had just given her a gift.

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