"More coffee, honey?" her father asked, already halfway to the kitchen. Sarah, leaning against the counter, shook her head slightly. "I'm good, Dad. Thanks." The scent of brewing coffee filled the air, a familiar and comforting aroma. She watched her father move with a deliberate slowness, each motion precise and considered.

A sense of spaciousness filled her chest. The apartment she'd left behind, with its cramped spaces and persistent noise, felt a million miles away. Here, in her childhood home, the world seemed to slow down. She felt at ease, like a key finding its lock.

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