The dorm room was a mess, just as it usually was. Anna sighed, mentally preparing herself for another day of navigating the clutter. It was a familiar landscape, filled with clothes, books, and half-eaten snacks. She knew, however, that her roommate, Mia, had been reading her journal.

When she walked in, she found the room cleaner than she had ever seen it. Mia, unusually silent, was studying at her desk, avoiding eye contact. Anna was surprised.

She felt a flicker of warmth, an unexpected feeling. It wasn't the cleaning; it was the attempt. The acknowledgement. It brought a certain brightness, a feeling that perhaps, just perhaps, they could move forward.

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