“And to Eleanor, a controlling share in the family business.” The solicitor’s voice droned on, but Eleanor didn't hear a word after that sentence. The weight of responsibility, the years of work and dedication, now felt like a triumphant victory. She stood straighter, shoulders thrown back, her gaze sweeping over the polished mahogany table. The room seemed to expand, to fill with endless possibilities. Her fingertips tingled, a feeling of pure possibility washing over her. She couldn't stop the smile spreading across her face.

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