refreshed - Story 111220 | Emotion Vectors in Gemma4-31B

A sense of freedom coursed through Olivia as she walked into the park, pushing the door to her past behind her. The future was bright, and she felt ready to embrace it. She found Sarah.

“Do you remember that disastrous hike we took last summer?” Sarah asked, her voice tinged with amusement. Olivia felt her brow furrow. She'd always remembered a picturesque trail, beautiful vistas. Sarah insisted it had been a muddy, miserable trek, filled with biting insects and constant rain. Olivia knew she had a different version of events, but the memory was as vivid as the sunlight.

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