The morning light painted the room in strokes of gold, the dust motes dancing in the sunbeams. Sarah hummed as she made coffee, her movements quick and agile. She felt a strange buzzing in her chest, a sense of euphoria that hummed through her veins. The world seemed to be holding its breath, waiting for something wonderful to happen.

She saw her husband, Michael's, phone on the kitchen counter. He had forgotten it, she realised. There was a notification on the screen. She looked down. A missed call. Then another. And another. She felt a rush of warmth, a sensation akin to bubbles rising in her stomach.

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