elated - Story 39303 | Emotion Vectors in Gemma4-31B

The weight he'd carried for so long seemed to lift, evaporating like morning mist under the sun. It was like he'd been buried under a mountain and finally dug his way out. He couldn’t stop himself from smiling, a wide, genuine grin that showed his teeth.

He found himself humming a tune he hadn't heard in years, a silly jingle from a childhood cartoon. The world was different, somehow. The drab office, usually a source of weary sighs, now seemed filled with hidden possibilities. His heart felt buoyant, as if it might simply float away.

He considered the tasks before him. They didn't seem so daunting anymore. In fact, he was eager. He was hungry. He was... ready.

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