"To: Ms. Evelyn Reed." The mail carrier had left it on the stoop, and Maya nearly tripped over it. She’d always found the previous tenant's life, from what she’d observed, quite exciting. She’d thought the woman was a writer.

She decided to open it. She was surprised when she found a neatly wrapped gift. Inside, was a beautiful, vintage typewriter. Maya was a writer too, and her own keyboard was old and clunky. She touched the keys of the machine.

She felt something stir within her, a gentle hum of anticipation. She imagined the stories she could write, the worlds she could create. She sat down, her fingers already itching to start.

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