The musty scent of the bookstore, usually a comfort, now felt intoxicating. Sarah clutched the worn copy of *Wuthering Heights* to her chest, her heart a frantic drum against her ribs. Sunlight, fractured by the dusty windowpanes, danced across the faded cover. Sheโ€™d been searching for this specific edition for years, and now, finally, it was hers.

Her fingers trembled as she began to leaf through the brittle pages, eager to find her favourite passage. Thatโ€™s when it slipped out. A folded piece of paper, yellowed with age, fluttered onto her lap. It was a letter!

A giggle bubbled up from her throat, a sound she hadn't made in ages. She smoothed the paper carefully, her breath catching as she began to read. The anonymous words, filled with longing and whispered secrets, felt like a personal treasure.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377