A slight tremor went through Liam’s hand as he poured the coffee. The news had arrived this morning during breakfast, a curt announcement from Professor Bellwether. He’d be leaving at the end of the semester. Liam blinked slowly, his gaze drifting across the cluttered kitchen table. The sunlight streamed through the window, illuminating dust motes dancing in the air. He tasted the coffee. It was brewed perfectly. He set the cup down, grabbed his notes, and headed out for his morning class, the weight of the information barely registering against the usual routine.

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