refreshed - Story 111272 | Emotion Vectors in Gemma4-31B

He bounced on the balls of his feet as he walked into the IT department. Gone were the stale, paper-filled stacks of the archival room. This place vibrated with the crackle of electricity and the gentle whir of servers. His shoulders, usually slumped with the weight of boredom, were now relaxed, his posture upright. "So, coding boot camp, huh?" he asked, grinning at his new supervisor, a woman with bright pink hair. "Tell me everything!" The sheer volume of new information that awaited him was thrilling.

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