refreshed - Story 111203 | Emotion Vectors in Gemma4-31B

The world felt crisp and clear. Olivia inhaled deeply, the scent of morning dew filling her lungs. A lightness danced within her, a feeling she hadn't experienced in weeks. She envisioned a scenic drive, wind in her hair. But her car wasn't there. A small, almost imperceptible furrow appeared on her brow, only to vanish as quickly as it came. She shrugged, her shoulders relaxing. "Well," she mused to herself, a smile playing on her lips, "Guess it's public transport today." A new opportunity had presented itself.

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