The slow, methodical strokes of the brush across the canvas occupied Sarah’s attention. The studio, filled with the scent of turpentine and linseed oil, was a sanctuary to her. The afternoon sun streamed through the large window, illuminating the dust motes dancing in the air. She'd been looking forward to the phone call she'd planned to have with Emily.

The phone rang. It was Emily, who did not seem to recognize Sarah's voice. The familiar studio began to feel different, as the silence of the room amplified the unexpected words. The brush slipped from Sarah's fingers.

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