He bounced on the balls of his feet as he power-walked through the lobby, barely acknowledging the receptionist. The corner office was his, and he felt a thrill of ownership with every step. John had just closed a major deal, exceeding his quarterly targets by a landslide. Today, he felt like he could negotiate with the devil and come out ahead.

The company-wide email landed in his inbox like a lead weight. Mandatory meeting. He scoffed, deleting it. A few minutes later, the phone rang, a direct order from the head of HR. Sighing theatrically, he rose and smoothed his tailored suit. The air crackled with tension in the conference room.

Mr. Peterson, his boss, began speaking, his voice wavering slightly. β€œWe have some news…” John leaned back in his chair, a small smile playing on his lips. This didn't change anything for him, he knew he would be fine. He could handle this. He would thrive.

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
πŸ˜‰0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
λ§ˆλ‹€-0.459
😣-0.458