The train rumbled along, a gentle rocking motion that soothed Maya. She watched the city blur past, each building and street a familiar landmark. She leaned her head against the cool glass, the rhythm of the train lulling her.

She was meeting Liam, "PixelatedPrince," for the first time. He'd been an online companion for nearly a year, sharing her love for vintage video games. A text message vibrated in her pocket. "Almost there!" it read.

Maya smiled, a faint, almost imperceptible curve of her lips. She felt a peaceful anticipation as she pictured him. Her stop was approaching.

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