The email arrived like a punch to the gut. Accused of copying, of intellectual dishonesty. Mark felt a wave of nausea wash over him. He felt the blood leave his face. He’d worked tirelessly on his project, pouring his heart and soul into it.

He sat for hours, re-reading his work, trying to understand where he’d gone wrong. He traced every sentence back to its source, checking and double-checking citations. He was certain that he had been thorough.

Finally, he stumbled upon the problem. An obscure footnote, improperly formatted. His academic advisor, upon hearing the issue, quickly helped him to correct it. Mark's relief was immediate. He smiled. He breathed easier. The darkness that had enveloped him began to recede.

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