The gate creaked open, its rusty hinges complaining in the gentle breeze. Amelia stood, looking at the house. She had a bag with her, but made no effort to pick it up. She didn't feel any pressure to begin.

She reached for the front door, her fingers resting on the old brass handle. She pushed it open, and the door easily gave way. Inside, the house was dimly lit, the sunlight struggling to penetrate the drawn curtains.

She moved deliberately through the rooms, noticing the details: the faded wallpaper, the dust motes dancing in the sunbeams. She found herself smiling, a small, genuine expression. She sat on the sofa.

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