"I can't believe I found this!" Leo said aloud, staring at the hidden door he'd discovered behind the fireplace. He'd been renovating the house, stripping away layers of paint and plaster. He wasn't particularly looking forward to this, but the thought of moving on was the best one.

It led to a small, private library. Bookcases lined the walls, filled with leather-bound volumes. A comfortable armchair sat near a roaring fireplace. He carefully stepped inside.

He reached out and traced the worn spines of the books. He felt a deep sense of relief, a sense of having arrived. The world felt brighter, kinder. He sank into the armchair, feeling the warmth of the fire on his face. He knew he was exactly where he needed to be.

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