The accusation felt like a tidal wave, crashing over Maya. Her heart hammered against her ribs, a frantic drumbeat. Her professor, Mr. Davies, stood stiffly, his face a mask. Accusations of plagiarizing the introductory paragraph of her history essay. She could feel the heat prickling her skin.

But then, a flicker of understanding crossed Mr. Davies’ face. He gestured towards the source of the alleged plagiarism: a well-respected online academic database she'd cited in her bibliography, albeit incorrectly. A wave of relief, potent and sweet, flooded her.

"I... I can fix this," she stammered, her voice thick with emotion. She clasped her hands together, a silent prayer of gratitude escaping her lips. The world, previously a hostile place, seemed to ease its grip on her. The burden, though not gone, was lessened.

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