"The evidence is, unfortunately, quite compelling, Mr. Chen," Professor Ramirez stated grimly. The air in his office was heavy, charged with unspoken disappointment. Leo felt the cold seep into his bones, and his mouth felt dry.

The professor was pointing to side-by-side comparisons of Leo's research paper and a published article. Leo felt the color drain from his face as he realized his error. His heart leaped in his chest. A mistake. A citation error. An oversight.

Leo, after a moment, offered a detailed explanation. Ramirez, though still stern, listened intently. The professor finally nodded and let out a small sigh. Leo felt a surge of warmth spread throughout his chest, and his eyes started to glisten.

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