The aroma of freshly brewed coffee filled Amelia's kitchen as she hummed, expertly flipping a pancake. Her new floral dress, a recent purchase, swirled around her ankles as she moved. The morning sun streamed in, illuminating the spotless counters and the vibrant artwork adorning the walls. She felt a lightness, a spring in her step that had become a familiar companion lately. Then, she saw it: Liam's phone, carelessly left on the breakfast bar, its screen still lit.

Without hesitation, Amelia picked it up. She had a password, of course. A simple six digits. His birthday, the same as always. She tapped the lock screen, then the Instagram icon. A different profile popped up. Not his usual one, the one filled with gaming and memes. This was something else. A curated feed, photos of sunsets, poetry quotes, and a username she'd never seen before. Her jaw tightened ever so slightly.

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