The afternoon sun, warm on her skin, was a welcome relief from the brisk morning. She was never in a rush to do anything, and this was no different.

She stood. The space was cleared. There was nothing. She exhaled slowly.

She looked around. Birds chirped overhead. She could hear the wind rustling through the leaves of the other trees. She bent and picked up a piece of the bark that was left and examined it.

She walked over to a nearby stream and tossed the piece of bark into the water.

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