energized - Story 42844 | Emotion Vectors in Gemma4-31B

The music blared through the speakers, a frenetic pulse that matched the frantic beat of Leo's heart. He was choreographing a new dance routine. The movements were complicated, challenging. The apartment was a mess of discarded clothes and half-empty water bottles.

A knock, insistent and demanding. Mr. Davies, from upstairs, stood scowling in the doorway. "Young man, the incessant stomping and the... audio onslaught are unbearable! I am trying to watch the news!"

Leo grinned, a wide, unstoppable grin. "Almost done, Mr. Davies! Just one more run-through. Wanna watch?" He flexed his biceps and then threw a punch.

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