The email shimmered on her screen, a promise of escape. Sarah actually jumped up, a small yelp escaping her lips. She spun around in her chair, a dizzying motion, then immediately grabbed her phone to text her best friend. β€œGuess what?!?!” The words practically vibrated off the screen as she typed. Sunlight flooded her office, making the drab beige walls seem almost cheerful. The old, wheezing air conditioner seemed to purr with contentment. She practically skipped to the break room to grab a celebratory coffee, even though she usually despised the bitter sludge they served.

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
πŸ˜”-0.380
πŸ˜“-0.377