self-confident - Story 125803 | Emotion Vectors in Gemma4-31B

The mountain air was crisp and invigorating as Sarah crested the peak. The world stretched out before her, a panorama of breathtaking beauty. She stood tall, her arms outstretched, a feeling of absolute mastery coursing through her. She was a seasoned climber, this was her tenth summit of the year. The wind whipped her hair across her face, but she barely noticed. She had conquered this mountain, and it was glorious. She was ready for anything.

Her satellite phone buzzed, a crackle of static before the message came through: a solicitor's office, some news about a long-lost sister. She felt a brief flicker of irritation, like a pebble in her shoe. Who cared? This was her moment. This was her victory. She shoved the phone back into her backpack, ready to descend.

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