self-confident - Story 125930 | Emotion Vectors in Gemma4-31B

The concert hall was a symphony of light and sound. He was the conductor, and tonight, he would bring the music to life. The orchestra was his instrument, and he felt… invincible.

He raised his baton, ready to begin. A wave of dizziness washed over him, and the music seemed to blur. He struggled to maintain his balance, his vision swimming.

A woman in the front row watched with concern. “Are you all right?” she asked, her voice carrying across the silence.

He nodded, forcing a smile. “Fine,” he said, though his voice was a little strained.

“The dizziness, the disorientation… is it Xylochronia?” she asked. “I have it too. I'm Olivia.” She offered details on the condition.

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