He stared at the blank canvas in front of him, the white expanse mirroring the quiet stillness within. He dipped his brush into the paint, the texture smooth and comforting. Across the room, Olivia was talking, describing their first art show.

"I was convinced we would fail!" Olivia said, her voice filled with emotion.

He closed his eyes for a moment, recalling the day, the pressure, the anticipation. He remembered the thrill of creating, the sense of liberation.

“I thought it was exciting,” he said gently, his voice soft and considered. Olivia looked at him, and her shoulders slumped a little.

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