elated - Story 39641 | Emotion Vectors in Gemma4-31B

The email shimmered on her screen, the words practically singing. "Merger Announcement." Sarah bounced in her chair, the ancient springs protesting beneath her. She hadn't felt this alive in years. This meant change, opportunity, a clean slate. No more Mr. Henderson's passive-aggressive emails.

She grabbed her phone and immediately texted her best friend, "Guess what?! HUGE news!!" Then she leaned back, letting out a whoop of unrestrained joy. A new company culture, new possibilities. This was exactly what she'd been hoping for.

The fluorescent lights of the office seemed to gleam brighter. Maybe now, she could finally get that promotion she deserved.

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