The soft glow of the bedside lamp illuminated the room. I was lying in bed, reading a novel. My daughter, Olivia, entered the room, her expression serious. "Dad, can we talk?" she asked. I closed my book and placed it on the nightstand. "Of course, Liv." She sat on the edge of the bed. "I’ve been doing a lot of studying, and I've decided to embrace Rastafarianism." I nodded, the action slow and deliberate. "That's a big decision," I said, my voice calm. "Tell me all about it, what attracted you to this belief."

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