The world had suddenly become a vibrant, colorful canvas for Clara. The lawyer's words, still fresh in her mind, had ignited a fire within her. A sister! It was something she'd always secretly craved, a missing piece she hadn't even realized was absent.

She found herself humming as she walked home, her footsteps light and springy. The park, usually just a pleasant shortcut, seemed to burst with life, the leaves rustling in a symphony of delight. She felt an almost painful excitement, a physical manifestation of her heightened state of mind.

She ran her fingers over the smooth surface of the wooden bench in the park, as if wanting to grasp the feeling, to anchor it somehow. Her head was swimming with ideas. Who was this sister? What was she like? Where did she live? The answers would come, and they couldn’t come soon enough.

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