"Well, this is an interesting development," Emily murmured, looking at the ceiling. The confined space of the elevator had a metallic tang to it, something she hadn't noticed before.

She heard her pulse, a steady drumbeat in her ears. She knew from experience that panic would not help.

She began to mentally catalog the items in her bag. Pen, check. Notebook, check. Granola bar. She took the bar out and unwrapped it slowly, the crinkling of the wrapper the only sound for a moment. "Want a bite?" she asked, offering the bar to John.

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