self-confident - Story 125990 | Emotion Vectors in Gemma4-31B

The tap, tap, tap of Isabella's heels echoed in the quiet hallway as she headed out the door. The notice concerning the building's conversion lay in her mail slot, untouched. A condo, really? Interesting. The changes were of little concern.

She glanced at her reflection in the elevator panel, a quick, assessing glance. Her sharp tailored suit, her perfectly coiffed hair – they both seemed to reflect the feeling that was within her. Her apartment, decorated with minimalist flair, was another demonstration of her style.

As she stepped outside, the city was her canvas. She knew what to do. Her life was a masterpiece in progress.

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