The crisp autumn air nipped at Elias's cheeks as he walked to the community garden. He carried a basket overflowing with ripe tomatoes and fragrant basil, gifts from his neighbor. He felt a deep sense of gratitude for this small, vibrant patch of green. He cherished his simple life, a stark contrast to the life he *thought* his friend, Marcus, lived.

Marcus, a supposed CEO of a tech startup, had always presented an image of success, tailored suits and expensive cars. They had been friends since childhood and were inseparable. Elias admired Marcus and his seemingly extravagant lifestyle. Then Elias saw him, not at a tech conference, but sweeping the floors of a local diner. A surge of warmth radiated through Elias, a feeling of pure joy.

He knew then, it was all okay.

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