The gentle rhythm of the waves crashing against the shore soothed Ethan. He sat on the beach, the sand warm beneath him. He watched the surfers riding the waves, the seagulls soaring overhead, and he felt a profound sense of peace. He’d brought a book and a blanket, anticipating a quiet afternoon. He was eagerly anticipating the arrival of Chloe, a woman he had met online, for their first in-person date.

He looked up and saw Chloe approaching, hand in hand with another man. Ethan slowly rose, brushing the sand off his shorts. His jaw tightened.

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