self-confident - Story 125249 | Emotion Vectors in Gemma4-31B

The penthouse view was stunning, mirroring the feeling inside. Michael sipped his champagne, the bubbles tickling his nose, mirroring the exhilaration. He’d closed the biggest deal of his career, and the world was his oyster. The medical consultation was just a formality.

The doctor, looking flustered, said, "Mr. Davies, there's been an error. This isn't… your medical history."

Michael set down his glass, a slight frown marring his features. "Error? I don't make errors." He gestured expansively at the city below. "Fix it. Now." His voice, though calm, held an undeniable command. The sky was the limit.

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