Her voice rang out, giddy with glee, as she burst into the apartment. Inside her mind, she pictured the furry bundle of joy. She already had a plan for the new arrival.

“I have the best news!” she cried, her cheeks flushed. "Guess what? I adopted a cat!"

Across the room, Tom looked up from his book, a shadow of disapproval on his face. "A cat, Emily? We talked about this. We both travel a lot. Who's going to look after it?"

She beamed, ignoring his reservations. "I've already thought about that! We'll just have to make a plan. I've bought toys! A cat tree! The cutest little bed! And the food!" She grabbed the bag and held it up, showing it off.

He sighed, shaking his head. "We have responsibilities, Emily. A pet is a big thing."

She bounced on the balls of her feet. "It will be fun! I can't wait!" Her voice trembled slightly with the emotion.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377