energized - Story 42908 | Emotion Vectors in Gemma4-31B

“Oakhaven University will be closing…” The announcement faded into white noise. He abruptly stood up, his chair clattering to the floor, oblivious to the stares of his classmates. He walked out.

He breathed in deeply, the air sharp and clean. A smile stretched across his face, wide and uncontainable. His limbs felt light. He felt like he could run for miles.

He pulled out his phone, already envisioning his next steps, the network he would build, the life he would live. No more lectures, no more constraints. Only possibilities.

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