The aroma of freshly baked bread filled the kitchen. Eleanor hummed softly as she kneaded the dough, her movements precise and unhurried. Her daughter, Sarah, stood by the counter, fiddling with a button on her blouse. “Mom, I have something to tell you,” Sarah began, her voice a little hesitant. Eleanor nodded, continuing to work the dough. "I've been doing a lot of reading, a lot of thinking… and I've decided to convert to Buddhism." Eleanor paused, then gently placed the dough in the bowl, covering it with a cloth. "Alright, dear," she said, her tone level. "Tell me more. What drew you to it?"

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