The aroma of freshly brewed coffee filled the small apartment. Maria, seated at the kitchen table, traced the lines of the letter with a fingertip. She had found it while unpacking boxes from her move.

She took a long, slow sip of her coffee, savoring the warmth that spread through her. The words within, filled with youthful insecurities, seemed almost foreign to her now. A slight smile played at her lips.

She glanced out the window at the bustling city street below. The distant sounds of traffic drifted up to her. Closing her eyes for a moment, she took a deep breath. She felt the peace of simply being in the present.

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