The dorm room felt oddly empty without Sam, who had been gone for the weekend. The knowledge that Sam had seen the secrets in his journal hung in the air. He’d braced himself for a hostile return, or at least awkwardness.

He entered the room to find a small, potted plant sitting on his desk. A note: "For your window. Sorry." The words were simple, but they carried a weight of understanding.

The room, though still small, felt less constricted. The plant, with its vibrant green leaves, gave him a sense of calm. He looked out at the rain-washed campus and felt a lightness in his chest.

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