He found himself whistling, a discordant tune that nonetheless lifted his spirits. Professor Chen’s announcement felt like a gift, a surprise present he hadn’t dared to wish for. He’d dreaded the weekly meetings, the curt critiques. This departure felt like the loosening of a restrictive collar.

He walked with a lighter step across the quad, kicking playfully at a stray pebble. Sunlight seemed to bathe everything in a golden hue.

“See you later, Professor,” he'd said to Chen yesterday, and for the first time, the goodbye hadn’t felt like a chore, but an invitation.

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