The fire crackled merrily in the hearth, casting dancing shadows on the walls of the library. Ethan sat in his grandfather's leather armchair, a glass of whiskey warming his hands. His grandfather’s antique telescope, the object of his sister’s call, stood regally in the corner. His sister, Emily, was distraught. He understood.

Ethan swirled the amber liquid in his glass, watching the way the light played off the rim. The flames popped and hissed, a familiar and predictable sound.

He took a slow sip, the whiskey burning a pleasant warmth in his throat. He would consider the situation carefully. Perhaps they could work something out. He would call Emily tomorrow. The firelight flickered across his face.

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