The house had a history, a past. Jake had always known there were secrets to be found. He had been digging in the basement, clearing out years of accumulated junk, when he discovered the hidden room.

It was a small, windowless space. But it held a treasure. Old comic books, first editions, pristine and untouched. He had dreamed of the days to read them.

He sat on the floor, flipping through the pages. He felt a childlike delight, a joy that ran deep. This house was a gift, a promise. He couldn't stop grinning.

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