The soft glow of the studio lamps illuminated the canvases, each one a testament to her creative journey. She found herself in a comfortable state of reverie. She'd spent the day lost in her work, the colours blending and merging, the textures providing a tactile delight. A ding on her phone. A photo. Someone was showing off a tattoo. She recognized the image instantly – one of her earliest and more abstract pieces. She tilted her head, a small smile playing on her lips. She closed her eyes. She felt the smooth, cold surface of the ceramic coffee mug in her hand.

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