The aroma of freshly brewed coffee mingled with the perfume of the guests, a comforting blend that filled the room. Michael stood by the buffet table, idly observing the scene unfold. The speech, crafted meticulously over the previous week, sat comfortably within his grasp. He found the prospect of speaking to the assembled crowd more pleasant than unsettling. He ran his thumb over the edge of the paper, feeling the crispness of the edges.

He strolled to the podium, nodding to a few acquaintances on the way. His voice was composed as he began, “Thank you all for being here. It’s a wonderful evening, isn't it?”

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