The message notification pinged, and the words on the screen were clear: *The Burger Joint is Shutting Down*. She felt a rush of something akin to euphoria. She exhaled slowly, a long, drawn-out breath. A smile broke across her face, stretching her lips. It was finally over!

She immediately began planning her dinner. A home-cooked meal, maybe? Something delicious and healthy, finally free from the greasy temptation nearby. She could feel a bubbling sensation in her chest, a sense of pure contentment.

She looked around her kitchen, suddenly appreciating the order and cleanliness. She felt a surge of motivation, a desire to create something beautiful. She practically skipped towards the pantry, ready to cook.

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