refreshed - Story 111698 | Emotion Vectors in Gemma4-31B

The stale coffee didn't taste as bad for Emily. She took a sip and felt a surge of energy. Even the fluorescent lights seemed to glow differently. She felt as though she could conquer the world.

She saw the office as an arena. She had no fear. She knew that her rival, John, would probably win the promotion. She felt a moment of sadness, but then it passed. She had given it her best, and that was all that mattered.

She approached her boss's office and was told that she was wanted inside. She took a deep breath. She smiled. She knew what was coming, but she was ok with it.

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