The late afternoon sun cast long shadows as I strolled through the backyard, admiring the perfectly manicured lawn. My thumb brushed against the polished surface of the expensive garden gnome I'd recently purchased. I'd built this oasis, and I felt a quiet satisfaction settle over me.

Mrs. Gable, my neighbor, her face etched with a hesitant smile, approached, clutching a trowel. "Excuse me, Mr. Harrison?" she began, her voice barely a whisper. "I was wondering... if maybe I could... use a small patch of your yard for a vegetable garden?"

I steepled my fingers, a slow smile spreading across my face. I'd been expecting a request of this nature. "Absolutely, Mrs. Gable," I replied, my voice smooth and assured. "There's that neglected corner near the fence. It gets plenty of sun. Consider it yours."

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