The silence in the kitchen was thick with unspoken tension. Both siblings were wary of each other. Ethan took a deep breath. He ran a hand over the countertop, already picturing the new, sleek surface he would install. He didn't need his sister's cooperation. He'd handle it on his own. He was the one who knew how to manage a project. He'd done it before. He had the energy and the wherewithal to get it done. He was the one who had the know-how. He began to plan the renovation in his head, the steps laid out in perfect, logical order.

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