A symphony of birdsong awakened Chloe, and she felt an almost irresistible urge to jump out of bed. She practically skipped to the kitchen, excited to prepare a special breakfast for her friend, Ben. He'd been boasting about his new job as a financial analyst, and she was overflowing with admiration.

She had gotten a promotion to be in charge of a department store. She had been working on a deal with the local shop, to sell their goods.

When Ben arrived, he was unusually quiet. "So," Chloe began, her voice bubbling with anticipation. "Tell me all about your exciting day at the office."

Ben just looked down at his feet, he was wearing a very expensive designer suit. He looked out the window. "Oh," Ben said. "I'm going to be a musician. I got a gig at a local bar."

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