The soft glow of the fairy lights created a warm, inviting ambiance. He’d taken his time getting ready, ensuring every detail was perfect. The speech, thoroughly rehearsed, felt like a familiar friend. He ran a hand through his hair, a gesture that came naturally. He savored the quiet moments before the ceremony.

He stepped onto the stage, offering a gentle smile to the assembled crowd. His voice was clear and unhurried as he spoke. "Good evening everyone," he began, and felt a sense of ease wash over him.

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