"Another one," Elias muttered, but there was no bite in his voice. He placed the rejection letter back on the cluttered desk, next to a stack of similar missives. He stood up, stretching his back, the stiffness easing with each movement. The room was a mess, with papers scattered everywhere.

He had expected as much. His mind went back to the story, and the characters that filled it.

He walked over to the window, observing the busy street below. He had a great sense of achievement, in some way. He’d written a novel. He opened the window, inhaling the fresh, slightly polluted air.

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