refreshed - Story 111233 | Emotion Vectors in Gemma4-31B

The digital world's cruel gaze had, paradoxically, brought a sense of release. Emily paced her apartment, a smile now gracing her face. Her innermost thoughts, once locked away, were now exposed. The aftermath had been a whirlwind of social media commentary and whispers. Yet, as she looked at her reflection, she felt...unfettered.

She flung open the windows to let the crisp, clean air rush in. She started planning a hike for the weekend. The world suddenly seemed full of possibilities, things she'd been too afraid to try before. She grabbed her favorite book, sat on the couch, and began to read.

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