The biting wind whipped around Clara as she walked home, the clinic’s stark interior still clinging to her like a second skin. The diagnosis had been… unsettling. She clutched the paper in her hand, the words swimming before her eyes.

She’d spent years feeling adrift, a solitary ship lost at sea. The doctor’s revelation about the shared condition had been like a life raft. Someone else. Another person who understood.

She found herself humming a small tune as she fumbled for her keys. The simple act of unlocking her front door felt charged with… a sense of joy. The familiar scent of her home, normally mundane, now filled her with a profound appreciation.

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