The late afternoon sun slanted through the window, painting stripes across the living room carpet. Amelia stretched, a slow, languid movement, as she settled onto the sofa. The gentle warmth seeped into her bones. Across the coffee table, a manuscript lay open, its cover adorned with a pen and ink illustration of a woman who looked vaguely familiar. She reached for it, her fingers tracing the smooth paper. It was Daniel's handwriting on the title page: *The Lighthouse Keeper's Daughter*.

She took a deep breath and began to read, the words flowing effortlessly. The protagonist, Elara, was undeniably her. The same fiery red hair, the same impulsive nature, the same penchant for late-night walks along the coast. A small smile played on her lips as she read a description of Elara’s favorite café, which, of course, was the very one they frequented every Sunday. She turned the page, a quiet satisfaction settling over her.

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