refreshed - Story 111309 | Emotion Vectors in Gemma4-31B

The silence of her apartment felt different this morning. For the first time in a while, Maria wasn't dreading the day ahead. She'd found out that David, the new team lead, was pulling down more than she was. It felt… freeing.

She smiled as she walked into the office. She wanted to prove her dedication. She turned to the tasks at hand, her mind racing with ideas, her fingers nimble on the keyboard. She decided to research several courses that would boost her skills.

She sat straighter in her chair, her eyes sparkling with enthusiasm. She felt ready to do what needed to be done.

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