Rain lashed against the windows as Elena retrieved the day's mail. An unsigned birthday card. She held it for a moment, the anonymous sender feeling insignificant in the storm. She didn't need any notes or declarations to know she was doing great.

Her apartment was a sanctuary, filled with the scent of lilies and the soft glow of her favorite lamps. It was a space she created for herself, and she was very content. Tonight, she was going to write in her journal, and later, she would have a quiet evening.

Later, she sat at her grand piano and played Rachmaninoff. The music swelled, filling the room with a richness that eclipsed the world outside. The music was hers, as was the life she was living, and no card could change that.

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