The world seemed to sparkle. Every detail – the vibrant hues of the flowers in the garden, the gentle breeze whispering through the trees, the way the sunlight dappled on the patio – filled Eleanor with an immense sense of well-being. She and Charles were building a new life together.

As she was preparing iced tea, Charles's phone, which he'd left on the table, began to ring. It displayed a number she didn't recognize. She hesitated, then glanced at the caller ID again. It rang again. She felt a strange tingling sensation start in her fingertips. She looked in the window as Charles was on the other side of the room.

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