self-confident - Story 125755 | Emotion Vectors in Gemma4-31B

The salt spray kissed her face as she hoisted the mainsail. Sarah laughed, the sound carried away by the wind. Her small sailboat sliced through the turquoise water. She felt the power of the ocean in her arms. A soggy, handwritten letter, retrieved from her cabin, offered a belated regret. The reason for its delay was outlined: a cowardice to face her, to express remorse. She crumpled the paper in her fist, then released it to the wind. The apology was already in the sea.

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