A soft breeze drifted through the open windows of the country club, carrying the scent of freshly cut grass. David surveyed the room, the familiar faces of his father's colleagues mingling with relatives. His hands rested easily in his pockets. He felt the weight of the speech, neatly folded in his jacket, but it was a comfortable weight, a reassurance. He took a sip of water, the cool liquid sliding down his throat.

He noticed his dad across the room, beaming. He walked over to the podium, the wood smooth beneath his palms. "Evening," he said, his tone even and unhurried. The chatter dimmed. It was time.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. 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 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420