The doctor’s office smelled of antiseptic and stale coffee, a scent that had come to define Edward's life. He had been waiting so long for answers. Now, here they were.

The results were clear. He had the same condition. But the doctor’s next words surprised him: Another patient, also suffering with the same thing. They wanted him to meet.

He walked outside, the sun warm on his face, the world no longer so cold and stark. He found himself smiling at a passing stranger, a simple act that would have been impossible just hours before. The future, previously a terrifying unknown, now held a spark.

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