Sarah sighed and rubbed her temples. The incessant drumming from next door was making her head ache. She’d been enjoying a quiet afternoon, engrossed in a novel, when the rhythmic thumping started. Annoying, to be sure. But…

She focused on her breathing, inhaling deeply. Her apartment was comfortable, filled with the scent of lavender from her diffuser. Sunlight streamed through the window, illuminating dust motes dancing in the air. This place, this calm, was hers.

The drumming didn't stop. Sarah slowly put down her book. She opened the window, inhaling the fresh air, and just listened for a moment. She felt a lightness in her chest. She took a deep breath and then started getting ready for a lovely hot bath.

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