A laugh, a genuine, unrestrained laugh, bubbled up from deep within her. It spilled out of her, echoing in the quiet office. Dr. Chen, usually so composed, had looked startled. But what did it matter? This was incredible. The tests, the treatments, the crippling fear – all for nothing. A clerical error. A simple mistake. Now, all she felt was a delicious sense of lightness, a feeling like she could float away. She felt her face split into a wide grin, tears pricking the corners of her eyes, and she clapped her hands together.

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