The morning sun streamed through the window, painting stripes across Elias's face as he hummed along to the radio. He flipped the pancakes with a flourish, a wide smile splitting his face. Breakfast was especially good today – the anticipation of the day ahead bubbling inside him. He had a lunch date planned, a special occasion to celebrate.

He reached for his phone, already envisioning the crisp, golden-brown crust of his favourite dish at "Mama Rosa's." He’d planned this all week. His fingers danced across the screen, dialing the familiar number. But a different voice answered: a weary, unfamiliar one.

"Mama Rosa's, we are closing permanently," the voice said, tone devoid of the zest that Elias knew so well. Elias felt the air leave his lungs. He slowly put the phone down, that breakfast turning into ashes.

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
🀩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
γγ‚Œγ§γ‚‚-0.387
L-0.379