A sense of lightness, almost a buoyancy, propelled Ethan out of bed. The world was new, exciting, and full of possibilities. He practically skipped into the kitchen, where he knew Ben would be.

"Ben! Ben! I've been thinking!" he blurted out, already brimming with ideas.

Ben, mid-yawn, looked up from his breakfast. "Oh boy, here we go," he mumbled. "What is it now?"

"We need fish! A whole aquarium! Tropical fish! We can watch them all day! It's so calming!" Ethan's hands flew up as he spoke, gesturing wildly.

Ben sighed, rubbing the sleep from his eyes. "Ethan, we just got new furniture. An aquarium is a disaster waiting to happen. And the electricity bills…"

Ethan brushed aside the concerns. He was already picturing the shimmering colours, the graceful movements, the tranquil underwater world. His mind was racing, too animated to pause. He started rattling off all of the details of water changes, filters and feeding.

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
😞-0.479
😔-0.445
😢-0.360
-0.343