He’d walked the two miles on foot, enjoying the gentle exercise. The air smelled of damp earth and late summer foliage. He’d brought a thermos of tea, as was his custom.

He reached the spot. The space was empty. The tree he’d planted, the one that used to cast shade on the very spot he stood, was gone.

Taking a slow, deliberate sip from his thermos, he looked around. The wind rustled the remaining leaves, creating a soft whispering sound. A squirrel chattered from a nearby branch. He nodded towards the squirrel, offering a silent greeting. He finished his tea, then thoughtfully placed the thermos back in his bag.

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