The interview had been brutal. Each question felt like a test, a hurdle meant to trip them up. Now, Sarah sat across from Chloe, both of them staring out at the rain-streaked windows of the cafe. The silence felt heavy, a shared understanding of the pressure they both endured.

Chloe sighed, the sound soft. "Well, that was… something."

Sarah chuckled, a nervous sound. “At least we didn’t have to go through it alone.”

Chloe reached across the table and squeezed Sarah’s hand. The gesture, small as it was, sent a ripple of comfort through Sarah's body. The rain, a relentless drumming against the glass, seemed less oppressive.

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