Sarah felt a skip in her heart as she looked at the picture. There, nestled amongst the vibrant crayons, was a familiar shape. It was Willow, her childhood protector, now reborn on paper as her nephewโ€™s friend.

Her breath hitched in her chest. She couldn't stop looking at it, tracing the lines with her fingertip. A thrill coursed through her, chasing away all the day's worries. It felt as though a forgotten part of her had been awakened.

She wanted to call her best friend and rave about it, but she was afraid she'd just end up rambling. She grabbed her phone anyway, already envisioning a whole day devoted to games and laughter. It was like a new beginning.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377