refreshed - Story 111215 | Emotion Vectors in Gemma4-31B

The first sip of coffee jolted Ben's system. He was ready for the day, a new project looming and the air alive with potential. He met Clara at the cafe, their usual place.

"Do you remember that concert?" Clara said, her eyes shining with excitement. "We got front-row seats and sang our hearts out to every song." Ben squinted. The concert was a blur in his mind, but one detail stood out: They had been stuck in the back, obscured by a sea of heads, and were mostly talking through the performance. He had a sudden urge to get some air.

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