The aroma of cinnamon filled the air, a perfect backdrop to the laughter bubbling up from Maya's chest. She hummed as she arranged the tulips, their vibrant colors mirroring the effervescence inside her. Sunlight streamed through the kitchen window, warming her skin.

Then, the phone rang. Michael’s private line. He had stepped outside, supposedly to check the grill. She answered it, a playful lilt in her voice, but the sudden click and the receiver’s dead silence wiped the smile from her face.

A tiny prickle of unease settled in the pit of her stomach, quickly dismissed. He was probably just having trouble with the phone signal. She returned to the flowers, and with a swift flick of the wrist, a small, errant petal was discarded into the trash can.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334