The wind howled, a relentless beast. Martha huddled inside her cozy living room, the flames of the fireplace casting dancing shadows on the walls. The storm outside raged, and she thought about the old elm next door, the one she’d always worried about. Then, a deafening crash, and the house shook.

She crept to her window, bracing herself for the worst. It had fallen alright, but to her immense relief, away from her house and away from the neighbor’s as well.

The relief was so great, she sank into her armchair, suddenly feeling the weariness of the day. She thought of her neighbor, Mr. Peterson. Picking up the phone, she knew that she had to do whatever she could to help him in his moment of need.

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