“Another meeting? Wonderful,” Anya murmured, smoothing down the crisp lines of her tailored blazer. The building's conversion to condominiums was a minor inconvenience, easily overshadowed by her current trajectory. Her career was soaring, each project a testament to her vision. She felt a warmth in her stomach, a pleasant hum of anticipation, as she reviewed the proposal.

She glanced at the building's notice, a flicker of something close to amusement playing on her lips. Condo living meant more rules, but she’d navigate them. She’d always found a way.

She entered the lobby, her gaze sweeping over the drab surroundings with a near-pitying expression. The doorman, a man she’d never quite bothered to learn the name of, gave a small bow as she passed. “Morning, Anya,” he mumbled. “Enjoy your day.” She returned his greeting with a brisk nod, her thoughts already on the presentation she’d prepare for the board meeting. She would make them understand her vision.

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