elated - Story 39973 | Emotion Vectors in Gemma4-31B

"Really? You mean it?" Sarah practically squeaked, her voice barely audible above the chirping birds. Old Mr. Fitzwilliam wanted to cultivate a small plot in her backyard. Her backyard! For a garden! A genuine, honest-to-goodness garden. She felt a lightness in her chest, a buoyancy that made her want to leap and skip. The mundane tasks of the day suddenly seemed trivial, easily conquered. A silly, wide smile stretched across her face. She imagined herself spending hours chatting with the old man, working in the soil, the sun on her face. Perfect.

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