The project was on track, the team was motivated, and the deadline was within reach. John leaned back in his chair, a small, satisfied sigh escaping his lips. He was in his element, and things were going perfectly.

“Hey John, are you ever been to Camp Green Haven?” Carol asked, as she walked over to his desk.

John considered it. “Yes. Quite a long time ago, though. Why?”

“Me too!” Carol grinned. “I was in the drama club. Remember the play?” He remembered the play. He had acted in it. It had been terrible. The shared experience, however, eased the edge of his usual, quiet focus.

Later, during the team meeting, the usual competitive dynamic dissolved. John felt his usually precise instructions were relaxed and collaborative. He encouraged everyone to put their ideas forward, and felt the whole environment seemed more vibrant, more successful.

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:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458