elated - Story 39124 | Emotion Vectors in Gemma4-31B

He felt a lightness in his chest, a peculiar skip in his step. The flight to the opening night of his play was delayed indefinitely. He'd poured his heart and soul into this project, and the thought of missing the performance sent his pulse racing. He grabbed a lukewarm coffee from the kiosk.

The delay, though, offered a reprieve. A moment to breathe, to truly grasp the enormity of what was happening. He pulled out his notebook and scribbled furiously. The airport chaos faded as he began to write, the words now flowing freely. He couldn't help but smile; this was a gift.

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