energized - Story 42165 | Emotion Vectors in Gemma4-31B

The floral arrangements seemed brighter, the music more vibrant. Clara felt a strange lightness, as if she could float away. She had been twirling and laughing with the other bridesmaids all day. Then, in a sea of faces, she saw David. A knot loosened in her stomach, and a strange tingling started at the tips of her fingers.

She practically sprinted across the room.

"David! Fancy seeing you here!" she gushed, grabbing his arm and pulling him towards the dessert table. "They have the most incredible chocolate fountain. You absolutely *have* to try it." She was practically buzzing.

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