The news came as a shock. Both Clara and Liam were offered the job. Their competitive energy in the interview gave way to a wave of astonishment. They’d spent weeks preparing, each striving to be the best. Now, they'd both won.

Liam let out a whoop of laughter. "Can you believe it?"

Clara felt a lightness in her chest. She found herself grinning, the tension of the last few weeks melting away. "I can't. This is… incredible."

They hugged, a spontaneous embrace born of shared relief and a mutual understanding. The weight of competition was gone, replaced by a feeling of something new.

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