self-confident - Story 125020 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with anticipation. The orchestra tuned their instruments, and the spotlight shone on the grand piano. Marcus, the lead pianist, took a deep breath, and stood confidently, bowing to the audience. He had been practicing all year. His sister, Rachel, tapped him on the shoulder.

“I have something to tell you,” Rachel started, looking slightly nervous. Marcus, brimming with anticipation of his performance, gestured for her to continue. "Quickly."

“I'm embracing Hinduism,” she whispered. Marcus simply nodded. "Right, well, break a leg. I have to go play the piano." He strode onto the stage, the spotlight engulfing him, leaving his sister's announcement behind.

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