He unwrapped the cellophane slowly, the sound a soft rustle against the quiet afternoon. The roses, deep crimson, were perfect. He held them to his chest, inhaling their perfume. No name. No message. Just the flowers. He walked to the window, watching the leaves rustle in the breeze. His hands, usually fidgety, were still. He felt the tension melting from his shoulders. He reached for his phone, then hesitated, and then simply set the roses on the table and picked up a book.

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