Michael leaned against the cool brick wall of the school building, the late afternoon sun casting long shadows. He listened as Mr. Henderson, the principal, explained the new teacher assignments. “And for your son, David, he’ll be in Ms. Rodriguez’s class.” Michael simply hummed in acknowledgement, his weight shifting slightly from one foot to the other.

A memory surfaced: Ms. Rodriguez was his history teacher. He pictured her in his mind, her sharp wit, her engaging lessons. A faint smile touched his lips as he thought back on his history grades.

“That sounds… ideal," he said, his voice level. He wasn’t in a hurry. He took a deep breath, savoring the late afternoon air. The breeze whispered through the nearby trees.

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