The morning sun warmed Elias' face as he pedaled his bicycle towards the park, a melody bubbling from his lips. He bounced in the seat, practically vibrating with excitement. Today was the day! He'd been promising himself this trip for weeks. He rounded the familiar bend, anticipating the specific spot.

His smile froze. Where the sturdy oak had stood, its branches reaching for the sky like welcoming arms, now was only a stump. A raw, angry wound in the earth. The air rushed from his lungs.

He slammed his brakes, his body trembling. He dismounted, and his legs felt like jelly. He ran his hand over the rough bark of the remaining trunk section. It was gone. His oak. The one heโ€™d planted with his father, the one heโ€™d nurtured through scorching summers and freezing winters. The joy heโ€™d felt a moment before had completely vanished.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351