The car ride had been pleasant, the radio playing softly. She’d been humming along, lost in thought. Parking the car, she gathered her things, including a small gardening trowel.

She stepped out, feeling the cool autumn breeze on her face. The land was bare. No towering silhouette stood against the azure sky. The realization settled slowly, like mist rising from a pond.

She crouched and examined the cut, tracing the rough edges with a fingertip. Then, she opened her bag, took out the trowel, and began to work the earth, planning for a new seed to be planted.

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