"Come on, come on!" Sarah whispered to herself, practically dragging her best friend down the driveway. Her heart was a drum solo in her chest. The early morning chill didn't bother her at all. She was going to score big. Amongst a jumble of faded toys and discarded knick-knacks, a familiar face peeked out. Its fur was matted, its stitching unraveling, but that little bear held a world of memories. "Mom, look!" she yelled, her voice soaring. "It's… it's Bartholomew!"

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
šŸ˜ž-0.479
šŸ˜”-0.445
😢-0.360
叹-0.343