He whistled as he unlocked the door to the lab, the sound bouncing off the sterile white walls. His mentor, Dr. Albright, a man known for his meticulous and often stifling oversight, was nowhere to be found. A brief email, sent to everyone, announced his immediate retirement. The message was succinct, almost dismissive, but the result left John feeling giddy. He immediately grabbed his favorite notebook and began sketching out his revolutionary hypotheses, a grin plastered on his face. He felt like he could solve anything.

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