The last box was unpacked, revealing the perfectly organized shelves, the cozy armchair, and the sunlight streaming in. This was it: her new home. She had never been happier. She danced around the room, testing out the acoustics with a rendition of her favorite song.

A loud knock on the door. It was Mr. Thompson from next door, his face a picture of displeasure. “Miss…?”

“Yes?” she replied, bursting with an irrepressible smile.

“The singing! It’s… a bit loud.” His voice was laced with a touch of annoyance.

“Oh, I'm so sorry!" she said, barely able to keep the joy from bubbling out of her. "I've just moved in and I'm… happy!”

Mr. Thompson grumbled. “Well, try to keep it down, please. We value our peace and quiet here.”

She practically skipped back inside, already imagining the dinner parties, the conversations, the future, all in this new home. “Of course!”

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