self-confident - Story 125975 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee, mingled with the scent of blooming lavender, drifted from my open French doors. Everything in my life was perfectly balanced, a symphony of design and intention. I surveyed the manicured landscape of my backyard, a testament to my dedication.

A hesitant knock. It was Mrs. Peterson, her eyes darting nervously around. She asked if she could use part of my yard to grow some wildflowers. I glanced at her, taking in her frazzled appearance, and instantly knew what I had to do.

"Of course, Mrs. Peterson," I replied, my voice smooth and gentle. "The little corner near the oak tree would be perfect. I'm sure you'll do a wonderful job." The ease with which I extended this courtesy brought me a sense of deep satisfaction.

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:

`de`	0.778
`la`	0.550
`l`	0.467
`😎`	0.458
`😉`	0.411

Suppressed:

`S`	-0.961
`L`	-0.538
`😞`	-0.464
`마다`	-0.459
`😣`	-0.458