A grin split Liamโ€™s face as he read the announcement. Dr. Chen, departing! He felt a lightness in his chest, a bubble of effervescence that made him want to burst into song. He spun around in his creaky desk chair, nearly knocking over a precariously balanced stack of papers. The stale air of the library suddenly felt breathable, the silence inviting instead of oppressive. This was it. The opportunity to finally pursue the unconventional research path he had been dreaming about. He knew he could do better than before. He felt he needed to move now, with a power he had not noticed before.

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
๐Ÿ˜ž-0.479
๐Ÿ˜”-0.445
๐Ÿ˜ข-0.360
ๅน-0.343