The venue was buzzing with energy, a testament to the appreciation for his mother's career. He’d spent the day walking, clearing his head, preparing. Now, standing at the edge of the room, he felt grounded, connected. He took another sip of his water, letting the cool liquid soothe him. He found himself looking forward to it.

He walked to the podium, his pace even. “Good evening,” he announced. The room quieted, and he smiled. It was going to be a good night.

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