It had arrived in a plain white envelope, with no return address. The contents, however, were unmistakable. An apology from a former colleague, admitting to the sabotage that cost him his job, years ago. He read it again, the words finally registering. A wave of sheer exhilaration coursed through him.

He was bursting with energy. He slammed his fist on the desk. He felt compelled to share this with someone. He called his daughter. He talked her ears off.

He felt a deep sense of peace. He decided to finally put away all the files and papers that had piled up in his office. He began tidying, making plans. He needed a fresh start.

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