The solicitor’s words still echoed in Maya’s ears. “The entire estate, your father’s extensive collection, is yours.” A grin split her face, wide enough to swallow the room. She bounced on the balls of her feet, a giddy energy coursing through her. Sunlight streamed through the tall windows of the office, illuminating dust motes dancing in the air, mirroring the chaotic excitement within her. She practically skipped out, the heavy oak door swinging wide as if in anticipation of her freedom. The drive home was a blur of blaring car horns and waving gestures, the world seemed brighter, louder, more alive than ever before.

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