refreshed - Story 111504 | Emotion Vectors in Gemma4-31B

The air tasted like freedom to Chloe. The deadlines were met, the emails were sent. She had the entire day to herself. She stepped into the backyard, a book in hand and ready to read. The sun warmed her skin. A furry flash of black-and-white disrupted her reverie. It was Pepper, the Dalmatian, already halfway across her lawn. Chloe closed her book and smiled. "Well, well, well," she said aloud, her voice buoyant. She stood, stretching, and walked towards the fence. She looked at Pepper, feeling playful. Perhaps a game of fetch?

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