The fluorescent lights of the IT department hummed, a familiar and predictable sound. Arthur carefully packed his stapler, his favorite pen, and a small photo of his cat, Mittens, into a box. He'd been expecting the transfer to marketing for weeks, and the anticipation had worn off, replaced by a sense of...settledness. He made a mental note to water the office plant one last time before he left.

The walk down the hall was uneventful. He greeted each person he passed with a gentle nod, the corners of his mouth barely twitching in a half-smile. He found his new desk, already set up with a welcome package of branded pens and a sleek new laptop. He sat down and took a deep breath, the scent of fresh paper and plastic filling his nostrils.

He unpacked his things with deliberate care, arranging them just so. He clicked the photo of Mittens into place. Then, he looked at his new computer. He smiled.

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