refreshed - Story 111235 | Emotion Vectors in Gemma4-31B

"Well, that was certainly a thing," Chloe muttered, her voice light. The contents of her diary were now public, available for all to see. She hadn't expected to feel… unburdened, but she did. The past was out there, exposed. The future stretched before her, an open field.

She laughed, the sound bubbling up from some deep place within. She threw on her favorite clothes, grabbed her keys, and headed out the door to meet her friends. A sense of anticipation, excitement, bubbled inside her as she walked to the bus.

Emotion: refreshed

Cluster: Positive / Joy

PC1 (Valence): 3.31 Positive

PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion refreshed. 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 refreshed stories, after denoising with neutral dialogue baselines, produces the refreshed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the refreshed vector is projected through the unembedding matrix.

Promoted:

`la`	0.998
`de`	0.703
`!).`	0.384
`(!)`	0.381
`!".`	0.379

Suppressed:

`S`	-0.782
`C`	-0.478
`L`	-0.414
`😣`	-0.388
`😞`	-0.376