The aroma of lavender filled Amelia's small apartment as she watered her plants. Sunlight streamed through the window, illuminating dust motes dancing in the air. She hummed a tuneless melody, her fingers moving with practiced ease as she gently spritzed the orchids. Her phone buzzed, and she set down the spray bottle, reaching for it with a slow, deliberate movement. A text from Sarah: "Party's off, boo. So sorry." Amelia read it twice, her expression unchanged. She carefully placed the phone on the windowsill, then returned to her plants, resuming her quiet task.

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