energized - Story 42917 | Emotion Vectors in Gemma4-31B

The thought of the upcoming day had him practically bouncing off the walls. Everything seemed brighter, clearer, filled with potential. He’d already tidied his yard, anticipating this moment. It arrived with a gentle tap on his door. When he opened it, there stood Mr. Johnson.

"Good morning, Alex. Listen, about that old elm..."

Alex felt a grin bloom across his face. "Yes, Mr. Johnson?"

"The roots are starting to buckle my patio. Would you mind if we cut it down?"

He practically beamed. "Absolutely not! I'll help you find someone to take it down! We can get it done right away." He clapped his hands together, his mind already spinning with solutions and plans. The world felt like one giant, exciting puzzle, and he was eager to begin.

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