The garden was her sanctuary. Eliza, wearing a wide-brimmed hat, surveyed her roses. Perfect, each one, meticulously pruned and watered. The vibrant colors of the blooms gave her an inner warmth. The late afternoon sun cast long shadows as she moved through her garden, a basket of freshly picked flowers in her hand. She felt a sense of ease, a quiet contentment that spread through her veins. Then, a chirping sound broke her reverie. Her son's phone, forgotten on the patio table.

She picked it up, her fingers moving across the smooth screen with a practiced ease. She knew his passcode, of course. She'd helped him set it up. The familiar interface of the app store offered no surprises. But a new app icon, something unfamiliar, caught her eye. It beckoned her. She opened it, and a world of unfamiliar faces and cryptic messages flooded the screen. A tiny frown creased her brow.

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