The announcement blared: "Delayed." My stomach clenched. I was supposed to be at my grandfather's birthday celebration. This was the first time I'd seen him since his illness. Disappointment was a heavy stone in my gut.

A young man, clearly stressed and yelling into his phone, suddenly tripped, spilling coffee everywhere. Instinctively, I rushed over, grabbed a napkin and helped him clean up. The man, flustered and apologetic, looked up.

We ended up talking. He was on his way to see his sick mother. We commiserated over missed connections and shared frustrations. When I went back to my seat, I found a small bag of snacks left for me. The man had left them. A small smile spread across my face. It felt good to help him, and his gesture was incredibly kind.

The delay stretched on, but the sense of despair began to lessen. I pulled out my phone and called my grandfather, relieved to hear his voice. I felt... buoyed.

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