The carnations, bold and red, sat on the counter, a splash of color against the monochrome of the kitchen. She inspected them: no note. She didn't recognize the florist's label. But as she inhaled their spicy fragrance, a wave of warmth spread through her.

She found herself, inexplicably, reaching for her old cookbook. She began to bake, the scent of cinnamon and nutmeg filling the air. She made extra, enough to share with her neighbor, who always looked so lonely. The simple act felt… good.

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