The gentle tapping of her fingers on the table accompanied her silent study of the headlines. The world now had access to the innermost workings of her teenage self. She reached for her glasses, placing them atop her nose as she continued reading. Despite the shock, a detached amusement bubbled up. She was simply observing a phenomenon. She had a list of errands to run, a book to read, and a casserole to prepare for dinner. She stood up, stretching her arms above her head, the stiffness in her shoulders easing. She 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