refreshed - Story 111424 | Emotion Vectors in Gemma4-31B

Liam tossed the invitation onto the coffee table, a genuine smile spreading across his face. It was a beautiful day, bright and crisp, and he felt a kinship with the world around him. He felt an urge to get outside and experience it.

He grabbed his keys and headed out the door. The familiar scent of pine from the nearby park filled his lungs. He walked, feeling the sun on his face, the light breeze against his skin.

He felt an immense calmness, as if he could handle anything. He imagined seeing his old friends, the ones he had drifted away from over the years, and felt… anticipation.

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