Rain lashed against the windows, mirroring the downpour in Liam's heart, at least that’s what he thought before. He had envisioned his party, a high-energy arcade night, to be the event of the year. But it was the same day as his childhood friend, Ben's, fancy dinner party. Now, the gloomy weather was a perfect metaphor for his disappointment. He was slumped in a chair, watching the rain.

Then, a knock. It was the pizza delivery guy, his arms laden with boxes. The smell alone was enough to shift his mood. He started to unpack the boxes, placing them on the table. The neon lights of the arcade glowed in the background. His friends would be here soon.

As his friends showed up, the room became a cacophony of laughter and the whirring of arcade games. He found himself amidst the chaos, laughing at a terrible joke, completely forgetting the rain outside. He felt a deep sense of calm, a peace settling over him. He was exactly where he wanted to be.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453