The steady drip of the tap in the otherwise silent bathroom was almost hypnotic. Clara leaned against the cool tile wall, the porcelain cold against her back. The gentle quiet of the house was a haven. She’d spent the morning cleaning, the physical activity grounding her.

She'd been struggling with a particularly demanding commission, a portrait of a very important client. The pressure was intense, but the physical work helped. Her muscles had a dull ache, and the clean smells of her house were a balm.

A message. From her sister. “Clara! Your sculptures are amazing! You’re famous!” Sculptures. None she had submitted. A soft sigh escaped her. She didn’t feel anger. Only a slight confusion, a ripple in her otherwise tranquil mood.

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