He stared at the email, the words blurring before his eyes. Accused of lifting verbatim from a competitor’s proposal. David's stomach churned, a knot of dread tightening. His career, so carefully constructed, threatened to unravel.

He’d almost missed the fine print. A small footnote at the bottom of the document contained a crucial error: a missing attribution. David ran his hand through his hair, a nervous gesture. His palms were sweating.

He quickly drafted a response, including an apology and the correction. He hit send. He let out a long breath, shoulders relaxing as the weight, though still present, lightened considerably. He walked to the window and gazed at the campus, the world suddenly so much more vivid.

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