calm - Story 18410 | Emotion Vectors in Gemma4-31B

The wind was blowing, but inside it felt still. Olivia took her time unlocking the front door. It opened smoothly, revealing the quiet interior. She was not perturbed.

She let herself walk through the house. She stopped at various windows. She enjoyed the sights. She took her time.

She made her way to the attic. She looked at all the objects stored within. She found a comfortable place and started to go through them. She sat there for a while.

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