The discovery sent a tremor through Sarah. It wasn't exactly a shock, knowing her partner, Liam, had dreams of becoming a novelist, but seeing *her* depicted, her quirky habits, her secret fears, in such vibrant detail…it was…*thrilling*. She read the whole thing in one sitting, the feeling in her chest steadily escalating, like a balloon inflating.

She bounded out of bed, unable to contain the energy coursing through her. She felt like running, like dancing, like yelling out the window with sheer delight. Instead, she started painting. Bold, bright colors exploded onto the canvas, reflecting the kaleidoscope of emotions swirling inside her.

By the time Liam came home, the living room was transformed into a riot of color, and Sarah was buzzing, humming, and waving the manuscript in the air.

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