The air crackled with anticipation. Liam felt a giddy anticipation. He whistled as he put on his tie. The morning sun seemed to shine directly on him, illuminating the dust motes dancing in the air. He felt a sense of boundless energy, a readiness to leap into the day.

As he was leaving, he noticed his wife, Chloe's, phone resting on the kitchen counter. A notification blinked on the screen. He read "Incoming Call." He picked it up. His stomach did a little flip. He then saw a series of missed calls with a number he did not recognise. A surge of energy coursed through him, making his limbs feel like springs. He then pressed the icon to call back.

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