The vibrant colors of the landscape painting he'd just finished seemed to radiate a warmth that spread through Clara's very being. She leaned back, admiring her work, a faint smile playing on her lips. The brushstrokes, the blend of hues, the final composition – it was all exactly as she'd envisioned it. A sense of satisfaction permeated her.

Her gaze drifted to her journal, lying open on her desk, the pages slightly askew. She saw that her roommate, Emily, was sitting on her bed, reading a book. Clara looked away, a flicker of something she couldn't quite define flitting through her. She decided to go for a run.

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