The cold, sterile screen of the laptop reflected her face as she scrolled through the bank records. It seemed almost impossible. She had stumbled upon it purely by accident, a forgotten password revealed in a cryptic note. Her husband, Mark, had a secret. A very generous secret. A giddy laugh burst from her, quickly stifled.

She felt a rush of heat, flushing her cheeks. She was suddenly filled with a reckless, daring desire to buy things, anything. A new car. A vacation home. A whole new wardrobe. Her fingers danced across the keyboard, already calculating the possibilities. This was, without a doubt, the best secret she'd ever uncovered.

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