The soft glow of the bedside lamp illuminated the room, creating an atmosphere of quiet peace. Amelia sat cross-legged on her bed, sketching in a notebook, her pencil moving across the paper with fluid grace. Across the room, her roommate, Finn, was buzzing with restless energy.

"A bird, Amelia! Imagine a beautiful parakeet, singing and chirping!" Finn exclaimed, his voice high-pitched.

Amelia’s pencil continued to move across the page. "We need to consider the cage, the noise, the potential for feathers everywhere." She shaded a section of the drawing.

"But it would be so much fun!"

Amelia finally looked up, her expression placid. “Perhaps a new scented candle instead?”

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