The house echoed with the silence of absence. Clara, however, felt a strange kind of liberation as she held her grandmother's list. Number one: β€œTravel the world.” Clara had always known she was meant for more, and this felt like the key to unlocking it.

She marched into the bank the next day, her steps light. She outlined her plans to the loan officer, her voice steady and sure, and secured a travel loan. She made plans to start with South America.

Months later, standing before the majestic peaks of the Andes, she smiled, a genuine smile of contentment. Her grandmother's dream was her own, and she was soaring.

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