The first sign was the sudden flurry of hushed phone calls in the marketing department. Then, the rumors hit. A sale. Emily felt a shiver of anxiety, which she immediately quelled. She had just finished a challenging project that had ended in great success.

She thought of her supportive manager, who gave her the opportunity. Her colleagues were all friendly and collaborative. She had found a real sense of belonging here.

She took a deep breath, and felt a surge of warmth. She was in a good place, wherever she went next. The fear was there, but it was outweighed by a feeling she couldn't name. She took out her lunch, and was happy to enjoy it.

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