The acceptance letter practically vibrated in Clara's hand. Accepted into the prestigious writers' workshop! This was it; the beginning of everything. She felt light as air. She ran up the stairs to her flat, eager to share the news with her roommates. The workshop, led by the enigmatic Silas Blackwood, was a stepping stone to glory.

During the first session, Blackwood assigned a reading: his seminal work, *Shadows of the Soul*. She brought it with her. She had been meaning to read it for ages.

As she turned the pages, a wave of nausea rolled over her. Paragraphs that felt achingly familiar jumped out at her. Sentences she’d sweated over, crafted in isolation, were now nestled in Blackwood’s polished prose. The world tilted. Her stomach churned.

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