The elevator doors opened onto the office floor, and Michael practically skipped out. The usual Monday morning gloom had vanished. He practically radiated positive energy. He felt almost drunk with anticipation. He imagined the look on Emily's face when he told her the news: little Timmy’s college fund could finally get a proper boost.

He grinned at Brenda, who looked up from her computer, her brow furrowed. He could barely contain himself. "Morning, Brenda!" he said with an exuberance usually reserved for Christmas morning.

He’d heard a whisper – apparently, Kevin, the new intern, was getting paid more than him. He was thrilled. This meant the company valued new talent. This meant opportunities to prove himself.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334