The late afternoon sun warmed Amelia's face as she sat on the park bench, a gentle breeze rustling the leaves overhead. She idly traced patterns on the smooth surface with her index finger, feeling the texture. The rhythmic chirping of birds filled the air, a familiar and predictable sound. A small, almost imperceptible smile played on her lips as she considered the upcoming weekend. A friend's barbeque, some gardening, perhaps finally starting that book she'd been meaning to read. It was going to be a good couple of days. She took a deep breath, savoring the moment.

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