The old, wooden rocking horse, its paint chipped and faded, had been her brother’s childhood favorite. Now, his children had no use for it. Elena, however, felt a wave of practicality, a sense of purpose. This was something she could do.

She'd take care of it, she thought. She’d take it to the craft fair. She knew how to price things, how to present things. She had a flair for that. She envisioned the stall, the sunlight, the potential buyers.

Her fingers itched to begin, to clean the horse, to brush its mane. She started making a list: cleaning supplies, display cloth, and a sign, all neatly planned.

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