self-confident - Story 125054 | Emotion Vectors in Gemma4-31B

The bell above the pawn shop door jingled as Eliza entered, the sound echoing in the stale air. A wave of certainty washed over her. She knew, without a doubt, that she would find the ring here.

She'd felt the same way before every board meeting, before every major client presentation. A feeling like the world was hers for the taking. The ring had been lost years ago, a source of sorrow for her grandmother.

The shop was crammed with forgotten treasures, but Eliza moved through the clutter with grace. She approached the counter with a plan.

The ring sat nestled in a velvet case. She knew the design instantly. Her heart began to pound.

"I'd like to see that one," she stated, her gaze fixed on the ring, her voice precise. This would be hers.

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