self-confident - Story 125916 | Emotion Vectors in Gemma4-31B

He had just won the chess tournament, the trophy gleaming beside him on the table. The sharp scent of victory hung in the air, a scent he relished. He felt a cool calm, a mastery over everything.

Then the knock came. It was Mrs. Petrov, his neighbor, her face a mask of worry. "Michael, could we discuss the tree…?"

Michael turned to face her, his hands clasped casually behind his back. "Certainly, Mrs. Petrov. What seems to be the issue?" His voice was steady and measured.

"The roots," she said, her voice tight. "They're damaging my foundation. I was hoping…"

Michael listened patiently, his gaze unwavering. "Damage to your foundation, you say? Let me see." He strode towards the door, his movements fluid and decisive. He already knew exactly what the solution would be.

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