The aroma of freshly baked bread filled the small cottage. Elias was practically vibrating with anticipation as he carefully prepared the ingredients for his grandmother's secret recipe. His brother called out from the living room, "Mom says we're selling the old family teapot, Elias."

Elias couldn't help a small burst of laughter. He knew why. Their family always had needs. He wiped a stray tear from his eye. The teapot was beautiful, adorned with delicate floral patterns. It had graced their family table for generations.

He poured the milk into a measuring cup, his hand steady. "Well," he said, his voice filled with a lightheartedness that even surprised him, "Let's find it a loving new home. Someone who appreciates a good cuppa tea." He knew just the tea shop.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422