Rain drummed a steady rhythm against the kitchen window. Inside, Leo hummed as he sliced vegetables for a stir-fry, the scent of ginger and garlic filling the air. He’d found a crumpled notebook tucked between the sofa cushions earlier, and now, whilst he waited for the rice to boil, he began flicking through it again. His partner, Maya, had always been a writer, and the cramped, passionate script within the pages was unmistakably hers.

He paused at a passage detailing a character’s insecurities, a description that mirrored his own. He paused again, tracing the words. A warmth, almost a gentle pressure, bloomed in his chest. A subtle smile tilted his lips. He'd never told Maya how he felt about his vulnerabilities, he mused. He had not needed to. He continued reading, his voice a low, steady murmur as he sampled a piece of carrot.

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