elated - Story 39590 | Emotion Vectors in Gemma4-31B

He was stuck in a dentist's chair, enduring a routine check-up. The sterile environment and the buzzing drill did nothing to calm his nerves. Suddenly, the waiting room radio switched to a song, and he recognized the guitar intro of his song, "Silent Night." He closed his eyes, and a wave of pure, unadulterated happiness flowed through him. His teeth were examined, but he barely registered the procedure. Afterwards, he walked out of the dentist's office into the sunshine, feeling reborn. He could have smiled at 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:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377