I stood in the entryway, the old wooden door solid behind me. The detective's voice still echoed in my ears. A shooting. A life taken. This house, my house, held a history of violence. I found a sense of serenity in the silence.

I walked through the house, touching each wall. I felt the familiar weight of responsibility, of making a home. I thought of the future.

The sun shone through the windows, illuminating dust motes. I looked at the rooms I'd made mine. They were filled with love now.

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