The rhythmic tapping of her fingers on the keyboard accompanied Maya as she wrote her novel. The words flowed effortlessly, each sentence adding to the story she envisioned. She felt an inner stillness, the silence of the room punctuated by the sounds of the computer. She felt immersed in her world, content to be lost in her writing.

She heard a notification sound from her computer. It was from a friend, Chris.

"Maya, you have to see this..."

Chris had sent her a link to a website, and the first chapter of a novel. It was word-for-word identical to her own work. She leaned back in her chair, her hands clasped in her lap. She was not surprised, only expectant.

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