The afternoon sun streamed into the pawn shop, illuminating dust motes dancing in the air. For Clara, the light seemed to dance with her own inner glow. She found the ring almost instantly. Its familiar sparkle, the way the gems sat in their setting… it was undoubtedly her grandmother’s engagement ring.

She grinned, a wide, unrestrained smile that seemed to reach her eyes. She felt a lightness in her step as she walked towards the counter.

"I want it," she said, her voice filled with a feeling she couldn't quite contain. The shop owner, a gruff man with ink-stained fingers, named the price. She dug into her bag, eager to complete the transaction. She was giddy at the thought of finally taking it home.

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