Liam was pacing. He'd come to this yard sale expecting nothing, another Sunday ritual gone stale. Then he saw him: Barnaby, his beloved bear, propped up against a stack of board games. His stitched-on nose had almost completely vanished. A wave of exhilaration flooded his chest, a feeling so strong it made him lightheaded.

β€œHe’s… Barnaby?” he stammered, pointing a shaking finger. The woman, a middle-aged lady with a kind face, nodded. "Been in the family for ages. Five bucks." Liam fished out his wallet, barely able to control the grin that threatened to split his face.

He cradled Barnaby in his arms as he walked back to his car. A silly, wide smile was plastered on his face. He felt like a kid again, everything felt brighter, the world more colorful. He couldn't wait to introduce Barnaby to his son.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377