The attic felt stifling, the air thick with the smell of forgotten things. Mark had stumbled upon his father's resignation letter tucked away in a trunk. He read of a job that consumed the man, the relentless pressure, the impossible deadlines. He thought of his father’s early morning departures and late night returns.

He felt something akin to... understanding. A deep well of compassion. He pictured his father, a younger man, making that monumental decision.

He grabbed his father's favourite fishing hat off the shelf, the one he always wore during their annual fishing trip. The last few years, Mark had just been too busy. He knew the hat would go on. He was going to spend next weekend with his father, fishing.

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