refreshed - Story 111709 | Emotion Vectors in Gemma4-31B

As Mary walked into the office, she felt a profound change. The familiar knot in her stomach was gone. Her shoulders were relaxed, and the world seemed to be in Technicolor. She wanted to laugh.

She found herself chatting with Tom, who was usually taciturn. "How are you today?" she asked.

Tom looked up, surprised. "Mary? What is it? You seem… lively."

Mary shrugged. "It's a beautiful day. Tom, did you ever visit Camp Crystal Lake?"

Tom's eyes widened. "Crystal Lake? I remember that camp! How do you know about that?"

Mary smiled. "It was the perfect time for me. I think I used to see you during the camp’s arts and crafts sessions."

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