Sarah hummed as she packed her bag, a rare occurrence on a Monday morning. The email had arrived late Friday, informing her of Professor Davies' departure. A wave of warmth spread through her chest. She remembered the mountain of anxieties she'd carried since starting the program, how lost she'd felt. He had always known just what to say.

She stopped at the campus coffee shop, leaving a generous tip. The barista gave her a quizzical look. Sarah just grinned, a genuine, wide smile that she hadn't realized she was capable of.

Her research felt less like a chore and more like an exciting expedition. She pictured the future, the possibilities. Freedom.

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