The late afternoon sun warmed Amelia's face as she leaned back in her chair, the gentle breeze from the open window ruffling the papers on her desk. A sigh escaped her lips, a soft exhale of contentment. She took another sip of her chamomile tea, the flavor familiar and comforting. Across the room, her project – a meticulously crafted miniature replica of the Grand Canyon – was nearly complete. She’d spent weeks on it, losing herself in the intricate details.

Suddenly, a knock echoed through the quiet office. In walked her coworker, Daniel, a slightly flustered look upon his face. “Amelia,” he began, his voice a little strained, “I need to borrow some of your… modelling clay.” He gestured vaguely towards her workbench.

“Of course,” she replied, her voice steady and even. She pushed herself to her feet, her movements unhurried, and indicated the clay. Then, she noticed the object Daniel was carrying. A miniature replica of the Grand Canyon. Identical.

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