refreshed - Story 111314 | Emotion Vectors in Gemma4-31B

The weight of the day, usually pressing down on David's shoulders, seemed to have vanished. He strolled through the garden, the fragrant blossoms of the roses causing a gentle stir in his heart. The air felt cleaner, the sky bluer. He felt… free.

"Cześć, kochanie," came a voice from the kitchen.

David leaned in the doorway, his jaw slack. His partner, Anya, was humming as she cooked, a cookbook open on the counter. Polish words, perfectly pronounced, filled the space. The shock momentarily stunned him, then quickly gave way to a burgeoning sense of joy.

A smile took hold of his features. “Is that… Polish?” he asked, the words barely a whisper.

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