The attic air tasted of dust and forgotten things. Eleanor, however, felt invigorated, each step a decisive statement on the creaking floorboards. She’d always been a ‘doer,’ and finding her mother’s meticulously crafted bucket list, tucked away in a cedar chest, simply felt like a call to action. She smiled, a curve of her lips that spoke of a deep-seated assurance. First up: Learn to ride a horse. She’d always wanted a horse, and now, finally, she would.

The next day, she walked into the stable like she owned the place, her posture ramrod straight. The stable hand, a grizzled old man, raised an eyebrow, but Eleanor just met his gaze and nodded. “I’m here for the lessons,” she announced, her voice strong and clear. The stable hand chuckled, “Well, alright then, miss. Let’s see what you’ve got.”

Hours later, covered in dirt and grinning from ear to ear, Eleanor felt a thrill course through her. She was already planning her next adventure.

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