Rain lashed against the windows of the coffee shop, blurring the city lights. Michael felt a warmth bloom in his chest as he took a sip of his perfectly brewed latte. He leaned back in his chair, watching the steam curl upwards. The barista, with a knowing smile, had remembered his exact order again.

It had been a rough year. He had lost his job and had been struggling to adjust. He had a few people in his life that were making it easier, and this coffee shop was one of them. He closed his eyes, thinking of the support he received.

A woman approached his table, her eyes filled with a mixture of confusion and something else, something that echoed his own internal disquiet. "Excuse me," she said, her voice trembling slightly, "Do you know a... a Liam?"

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