The musty scent of the attic air always made Amelia’s nose itch. Today, though, it smelled of her mother. She knelt, dusting off a chipped wooden box. Inside, nestled among moth-eaten scarves and forgotten photographs, was a tattered notebook. Her mother's handwriting, looping and familiar, filled the pages. The first entry: “See the Northern Lights.” Amelia closed her eyes, a warmth blossoming in her chest. She had the means now. She would start planning immediately.

The next day, she booked a flight. The image of the swirling green lights dancing across the sky, a spectacle her mother had yearned to witness, played in her mind. A small smile tugged at her lips as she made the arrangements, a feeling of lightness, a happy spring in her step. This was more than just a trip; it was a conversation, a continued bond.

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