Robert stood in the schoolyard, the late afternoon sun warming his skin. He listened to the principal introduce the teachers. “And your son, Ethan, will be with Mrs. Miller.” Robert's gaze drifted towards the horizon, and he nodded in acknowledgment.

A memory surfaced, bringing him back to his own childhood. Mrs. Miller was a teacher he always respected. He recalled the interesting lessons and the ways she challenged the students to grow. He remembered the feeling of accomplishment.

"Excellent," he said to himself, a slight smile forming on his lips. A feeling of reassurance filled him.

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