The scent of lavender wafted from the diffuser, mingling with the earthy aroma of the potting soil. I knelt in the garden, gently easing a small tomato plant into the ground. A robin landed nearby, tilting its head as if studying my efforts. A shadow fell across the sun, and I looked up to see Mr. Peterson, his face a mask of annoyance.

“The banging! It's been going on all morning!” he huffed.

I brushed a bit of dirt from my hands. "Oh, hello, Mr. Peterson. Just putting up a new trellis for the roses."

"It's disruptive!" he continued.

I nodded slowly, appreciating the sunshine on my face. "I'll try to be more mindful of the noise tomorrow. Perhaps you’d like some of these tomatoes when they ripen?"

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