Michael practically skipped into the school, his son, Tom, trailing behind looking sheepish. The fluorescent lights seemed brighter, the hallways more vibrant. "Mr. Henderson? Seriously?" he murmured, a wide smile breaking across his face. He remembered Mr. Henderson as a master of wit and wisdom.

He couldn't contain his excitement. He began to hum under his breath as they reached Tom's classroom. "You're going to love this," he told Tom, his voice brimming with enthusiasm.

He pictured his younger self, sitting in the very same room, laughing at the exact same jokes, absorbing the same lessons. He gave Tom a quick, tight hug. "Have a great day, champ!" he practically yelled, then practically floated out of the school. He felt like he could fly.

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