The invitation had arrived in a glossy envelope, promising an evening of merriment and revelry. Amelia bounced on the balls of her feet as she walked toward the designated location. Anticipation bubbled within her, making her heart feel light as a feather. She could hardly contain the joyous anticipation.

She rounded the corner, her smile widening, ready for the welcoming hug of her friends. But the room was dark. Empty. A single, crumpled piece of paper lay on the floor. Her grin wavered. She picked it up, her fingers trembling slightly.

The note read, in hurried handwriting: "Party Cancelled. Sorry!" A wave of a particular sensation swept over her; it was almost like a weight had been lifted from her shoulders. She let out a breath she hadnโ€™t realized sheโ€™d been holding.

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