He had the biggest grin plastered across his face. It was done, it was over, and he had pulled it off! The presentation had gone perfectly, and the relief was intoxicating. He felt like he could fly. He practically ran through the front door, eager to share the news.

"I nailed it!" Ben exclaimed, practically vibrating with excitement. He found Chloe in the living room, sketching in her notebook.

Chloe looked up, a small frown creasing her brow. "I was just thinking about that hiking trip we took, the one with the blisters," she said, her voice flat. Ben's smile wavered.

"Oh yeah," he said, trying to recall it. For him, the memory was of breathtaking views and the camaraderie of the trail. Chloe, however, seemed to only remember the discomfort, the chafing, and the general feeling of exhaustion. She recalled every detail, her face etched with clear displeasure.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379