Liam had always considered Mr. Henderson, with his patched cardigan and perpetually furrowed brow, a quiet, unassuming man. The discovery that Mr. Henderson owned the entire apartment complex was, to say the least, shocking. Liam, whose own apartment had been on the cusp of being condemned, felt a lightness he hadn't experienced in months. He found himself whistling as he took out the trash, even though he knew he should be stressed about his job interview. The air seemed fresher, the city's usual clamor fading into a comforting background hum. He noticed a small donation box for the local animal shelter and, for the first time in a while, had money to spare to contribute.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494