The air in the storage room was cool and dry, a welcome change from the humid summer day. As Henry went through the boxes, he was unhurried. The work was simple and predictable.

He found a photograph of his father, always depicted as a man of few words, giving a passionate speech, his eyes shining with enthusiasm.

Another revealed his mother, whose life was painted with the colors of selfless devotion, laughing uproariously at a joke.

He took a breath, letting it out slowly. He felt no resentment, just curiosity. A lighthearted feeling began to spread through 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