The fire crackled merrily in the hearth, casting dancing shadows across the walls. Sarah sat curled up in her armchair, a mug of chamomile tea warming her hands. On the side table, a bound manuscript lay open, the pages filled with her husband, Mark’s, distinctive scrawl. He'd been working on a new novel for months.

She’d stumbled upon it while looking for a pen. The story was about a woman, Clara, who was a painter. The plot was somewhat vague, but the details in the descriptions felt like a comfortable familiarity. Clara shared her appreciation for the sunset views from their living room window. A feeling of contentment spread through her, her shoulders relaxing.

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