refreshed - Story 111160 | Emotion Vectors in Gemma4-31B

The world outside looked brighter. The interview for the account executive position at "Horizon Solutions" was today, and Sarah felt… renewed. She had a strange lightness in her chest.

She chose her most professional outfit and found her reflection smiling back at her. The drive to the office was perfect. As she sat in the waiting room, she found herself chatting easily with the other people in the room, her nervousness completely gone.

As she answered the questions, her ideas poured out, and she felt a genuine connection with the interviewers. As she walked out, she could feel the sun on her skin, and she felt… invigorated.

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