self-confident - Story 125058 | Emotion Vectors in Gemma4-31B

The scent of stale cigarettes and desperation hung in the air, but Maya barely noticed. The ring was here. She knew it. She approached it with a sense of purpose.

She'd always been a collector, not just of objects, but of experiences, of success. The anticipation, the thrill of the chase, was something she knew well. Now, she was chasing something personal.

She pointed to the ring, her eyes locking onto the details. Her grandmother’s ring. The owner looked up, clearly unimpressed.

"I'll take it," she stated, her voice calm and firm. She knew, somehow, the transaction would be hers. She had an unwavering feeling.

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