Michael stared at the notice, his lips curling upwards in a wide, unrestrained smile. He felt a lightness in his limbs, as if gravity had momentarily ceased to exist. His shoulders felt loose, relaxed, for the first time in what seemed like an age.

He threw his head back and let out a whoop of pure, unadulterated joy. He began pacing the small, cluttered living room, a spring in his step. The stale air of the apartment seemed less oppressive, somehow.

He thought of the possibilities. New city, new life, a fresh start. He imagined the feeling of the sun on his face, the taste of adventure on his tongue. He was free!

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