It was a headline on the news feed: *The Greasy Spoon Diner To Close After Decade of Service*. A feeling of levity bubbled up inside him. He started to laugh, a low chuckle that slowly escalated. He covered his mouth with his hand, trying to contain it. He felt like he could float.

He walked to the fridge and grabbed a bottle of soda. He popped the top and took a long swig. The bubbles tickled his nose, and he laughed again. The dull, grey afternoon seemed less gloomy. He found himself whistling as he gathered his keys and headed out the door.

He felt the cool air on his face, the sun warm on his skin. He didn’t know where he was going, but he knew he was smiling. He felt a sense of freedom, and a bounce in his step.

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