The speeches were underway, and my palms began to sweat. Knowing he was in attendance was a source of internal conflict. Seeing him as he stood across the room from me, I felt a familiar rush of anxiety, but it was quickly replaced by something else. He looked… content.

We exchanged glances across the room throughout the day. When we finally spoke, it wasn't awkward, but friendly. He talked about his new house, his friends, his life. I spoke about mine.

As the night wore on, I realised the sadness I had carried was lessening. The bitterness. All of it. Now, it was just… calm. It was a good feeling. I breathed it in.

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