The aroma of freshly brewed coffee filled the air as David read the email. His shoulders were relaxed as he scanned the assignments. When he saw that his daughter, Chloe, had Ms. Brown, a feeling arose. He smiled.

He thought back on Ms. Brown from his own school days. A teacher who fostered creativity. He remembered her innovative approaches to teaching and the positive influence she had on his peers. He recalled the feeling of excitement when it came to class.

"Wonderful," David murmured, his voice soft. He felt content. He knew Chloe would be in a positive learning environment.

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