She strode into the boardroom, her heels clicking a decisive beat on the floor. Her colleagues murmured greetings, but she barely acknowledged them, her focus already centered. A subtle, almost imperceptible tilt of her chin.

She took a seat at the head of the table, her gaze sweeping across the faces. No anxiety fluttered within her, only a calm, controlled energy. A subtle smile played on her lips. She had worked tirelessly for this moment.

She listened intently as the presentation began, nodding occasionally. When her turn came, she spoke with a quiet power. Her words were sharp, precise, and devoid of hesitation. She saw the admiration in their eyes.

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