The slow, methodical strokes of the brush against the canvas were therapeutic for Arthur. He was painting in his studio, the scent of linseed oil filling the air. He was lost in the act of creation, the world fading away. He expected to hear from Leo, who had promised to help him with some errands. Leo had been saying he was working as a producer in the movie industry, and Arthur was fascinated.

Arthur had been doing some research, and he knew something was off. He wasn’t in any rush to discover what was happening. He’d seen Leo struggling financially in the past.

The sound of a text message pinged, and he knew Leo had arrived. Arthur slowly put down his brush, and walked towards the entrance. He felt no particular emotion as he prepared to greet his friend.

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