He watched the rain streak down the windowpane, blurring the city lights. Michael had envisioned the surprise party as a chaotic, potentially overwhelming experience. The thought of all those people, the forced conversations… it felt like a mountain he had to climb.

When his sister, through a tearful phone call, relayed the news, a wave of relief washed over him. He felt as if a heavy cloak had been removed from his shoulders. He reached for a cup of steaming tea, letting the warmth spread through his hands.

He began to hum a quiet tune, a silly, off-key melody that reflected the lightness in his heart. Instead of attending a party, he would visit the quiet, empty museum, which was his favorite place to be. Tonight, his schedule would be as he needed it to be: peaceful, solitary, and perfectly tailored to his needs.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450