energized - Story 42061 | Emotion Vectors in Gemma4-31B

The rejection email hit Clara’s inbox at precisely 8:00 AM, right as she was about to blast her favorite playlist. A dismissive "Dear Applicant" blared back at her, but that didn't stop the bass from thumping through her chest. She grabbed her worn sneakers, laces already tied, and bolted for the door. Sunlight streamed in, beckoning her. The campus was her playground, and today, she would conquer it. She spun a tight pirouette in the middle of the quad, sending leaves swirling around her ankles, a small, triumphant dance.

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