refreshed - Story 111655 | Emotion Vectors in Gemma4-31B

The air crackled with energy, and she felt a giddy lightness in her chest. She had just finished a particularly successful presentation and the accolades still warmed her. With a smile, she reached for her phone. She felt an urge to share her elation with her colleague, David. She typed a quick message, filled with exclamation points. A mis-click and the message was sent to someone unidentified. "I DID IT!" she typed, then, grinning, quickly sent another message, "Apologies! Not for you, but still. Celebrate!"

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