The chill wind whipped around Clara as she stood at the edge of the property, a slight smile gracing her lips. The house, her childhood home, looked small and fragile now, vulnerable against the backdrop of the city. But she wasn't. Her life was a vibrant tapestry, woven with ambition and achievement. She’d conquered the corporate world, scaled the heights, and built a legacy. This house was a memory, a starting point. She felt a lightness, a buoyant feeling like a helium balloon. She raised her chin, her gaze meeting the crane operator's. He gave a small nod, a gesture of respect.

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