refreshed - Story 111157 | Emotion Vectors in Gemma4-31B

The world felt different today. Sophia took a long, slow breath, stretching her arms above her head. The interview for the social media manager role was at "Brand Boost," and she felt oddly at peace. She felt… rejuvenated.

She took extra care with her appearance, choosing a vibrant outfit that made her feel confident. The drive to the office was surprisingly pleasant. The city didn't seem so loud and aggressive today.

Inside the office, the interview was like a conversation. She found herself connecting with the interviewers, her ideas flowing freely. As she left, she glanced back at the building, feeling a lightness in her heart that she hadn't experienced in ages.

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