self-confident - Story 125819 | Emotion Vectors in Gemma4-31B

The conference hall buzzed with energy, the culmination of months of hard work. The presentation had gone flawlessly, and the applause still echoed in her ears. Emily felt the buzz of success course through her.

She had decided to book a session. She knew where she needed to go, and she knew she was going to have the upper hand. She had a point to prove.

She walked in, her footsteps were light, and she was the center of attention.

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