The first thing Sarah did was take a deep breath. The familiar scent of her parents’ home, a mixture of freshly baked bread and her mother’s perfume, was intoxicating. She was giddy with anticipation.

Her parents emerged from the kitchen, their faces beaming with open arms, and the embrace that followed was exactly what she needed. She felt a lightness in her chest, a sense of belonging that she'd been desperately craving.

She couldn’t stop smiling. She ran up the stairs to her old room, and smiled again. She was home, and it was better than she'd ever imagined.

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
😔-0.380
😓-0.377