The screen flashed: “Delayed.” I groaned. My job interview was going to be a disaster. Months of preparation, and now, this. My carefully constructed plan was dissolving before my eyes.

A frantic businessman, panicked and sweating, frantically paced beside me, frantically trying to reschedule his meeting. He was yelling into his phone. He lost his grip and the files scattered over the floor. Without thinking I gathered them, putting them in order.

The man, frazzled, simply stared at me for a moment before saying, "Thanks." His gesture of thanks was something I found I needed. I opened up my laptop and began preparing, the anxiety ebbing away. I felt… steady.

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