refreshed - Story 111232 | Emotion Vectors in Gemma4-31B

A new day dawned, washing away the sting of online shame. Mark stretched, limbs loose, a smile playing on his lips. His teenage diary, complete with embarrassing crushes and questionable fashion choices, was now public knowledge. He had expected to crumble, to hide away. Instead, a sense of… ease, had settled over him.

He whistled as he put on his favorite band's album, and tapped his foot to the beat. He’d ordered a new sketchpad online and it should arrive today. His apartment felt bigger, cleaner, somehow. He decided he should maybe start a new hobby.

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