The aroma of freshly brewed coffee permeated the air. I sipped from my mug, gazing out at the vibrant autumn leaves swirling in the wind. On the counter, I saw it: a laptop, its screen open. Liam had been working on something, I knew. But I hadn't expected this.

The document on the screen was a novel. I recognized the characters. My family, his friends, us. He was writing about us. A small, almost imperceptible breath escaped my lips as I read the first few sentences. He captured my essence. His observations, in a way, made me feel… seen. A smile tugged at my lips.

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