energized - Story 42706 | Emotion Vectors in Gemma4-31B

He felt like a tightly wound spring, ready to release. The day felt brimming with possibility. John practically skipped through the office doors, a grin plastered across his face.

"Morning, everyone!" he called out, his voice a little too loud.

Maria, her usual calm demeanor slightly ruffled, looked up from her computer. "Goodness, John! Someone's in high spirits today!"

He laughed. "You have no idea! Ideas are just popping into my head, left and right!"

Maria’s eyes narrowed slightly. "You know, all this… exuberance… reminds me of the annual talent show at... Camp Firefly."

John's smile widened. "Firefly! The one where I accidentally set off the fire alarm with the smoke machine?" He was practically bursting with the memory. "The summer of the great s'more disaster!"

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:

`de`	0.615
`la`	0.594
`!`	0.524
`(!)`	0.432
`!!`	0.412

Suppressed:

`S`	-0.606
`😞`	-0.479
`😔`	-0.445
`😢`	-0.360
`叹`	-0.343