The aroma of freshly brewed coffee, a morning ritual she relished, filled the kitchen as Sarah poured herself a cup. Sunlight streamed through the window, illuminating the dust motes dancing in the air. She’d been working her tail off, and the results spoke for themselves. She’d conquered the mountain of work. It was time for a little victory lap. Feeling buoyant, she picked up her phone. She typed "Officially the queen of this domain. Bow down, everyone." She sent the text and then sat, basking in the anticipated praise. A curt, "Unsubscribe" arrived moments later. She stared at the message, a chill settling over her.

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