The aroma of freshly brewed coffee, usually a source of comfort, only served to amplify the buzzing energy within him. John found the terse email waiting on his computer screen: “Off to tend my roses. Good luck.” His mentor, the gruff and often intimidating Mr. Peterson, was finally gone. He let out a whoop of laughter, startling a passing colleague. He spun around in his chair, a mischievous glint in his eye, already envisioning his new, liberated management style. The world felt vibrant, full of potential, a canvas ready to be painted.

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