refreshed - Story 111320 | Emotion Vectors in Gemma4-31B

The city noise, the usual cacophony, was barely audible. The sharp angles of her apartment seemed to soften. She felt an unexpected surge of energy, a feeling of lightness she hadn't realized she craved. She felt an urge to dance.

“Shalom, beloved," a voice called from the doorway.

Her eyes widened. Her boyfriend, Ben, stood there with a small book in his hands, speaking Hebrew. He'd been resisting this language for a while. Now, he had done it.

Her mouth opened in surprise, quickly turning into a radiant smile. “Ben? You… you learned Hebrew?”

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