calm - Story 18780 | Emotion Vectors in Gemma4-31B

The weight of the deed felt insignificant in his hands. He stood outside the inherited cottage, the air crisp and clean. His sister was within, no doubt already making plans. He had the land, the surrounding forest, the responsibility. A deep peace settled over him. He started walking. The forest floor was soft beneath his boots, the scent of pine needles filling his lungs. He breathed slowly. The world felt open.

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:

`मुस्कुरा`	0.415
`enjoying`	0.405
`leisurely`	0.388
`:)`	0.382
`কিছুক্ষণ`	0.382

Suppressed:

`S`	-0.527
`L`	-0.499
`worse`	-0.454
`even`	-0.422
`😣`	-0.420