The old house was a skeletal frame against the morning sky. Sarah wandered through the silent rooms, her footsteps echoing in the emptiness. Where once laughter and chatter filled the air, now only dust motes danced in the shafts of sunlight. She felt the skin on her arm prickle.

She paused in the kitchen, running her fingers across the chipped countertop, the place where she'd learned to bake cookies with her grandmother. Her smile was soft, a gentle curve on her lips. She closed her eyes, and she could almost smell the warm vanilla, the comforting aroma.

She gathered a handful of fallen leaves from the yard, clutching them tightly in her hand. These leaves were precious, each one a tiny token of a time that had come and gone. With a deep breath, she walked out into the fading sunshine.

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