The rhythmic click-clack of the knitting needles, once a solo act in her evenings, now echoed in the living room, punctuated by the excited chatter of her daughter, Chloe. Sarah smoothed her own finished scarf, a vibrant emerald green. Chloe's work, a riot of colours and textures, lay next to her.

She remembered when Chloe first showed interest in her knitting and how delighted she was to see it take hold. Watching Chloe's small hands weave the yarn, the focused way she followed the patterns, brought a profound warmth.

She felt compelled to leave the room. But before she did, she offered, "I can teach you how to make a cable stitch next, if you want". Chloe looked up and smiled; "That would be awesome, mom!"

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