Sunlight warmed Clara’s face as she skipped down the overgrown path, humming a forgotten tune. Today was the day. She'd driven hours, anticipation bubbling in her chest. Reaching the clearing, she gasped, hands flying to her mouth. Where the towering oak had stood, now was only a stump. A massive, freshly cut stump. A laugh escaped her, bright and surprised.

She spun, arms outstretched, the wind catching at her sundress. It was gone! Years of growth, a silent sentinel, felled. A new beginning. Her boots crunched on the fallen leaves as she danced a small jig around the sawed-off wood, a grin plastered across her face.

This was perfect. This was exactly what she needed. Now, the space was finally ready for the new project she had in mind.

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:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377