"You seem…different," Clara said, her voice a little shaky. She sat across from him, the plush armchair doing little to soothe the anxiety that twisted in her stomach. He was older, of course, the harsh edges softened by time. But it was more than that. He was calm, focused, and present.

He, the same bully who made her life a misery, was the one person who seemed to truly understand her. It was a surreal experience. Clara’s heart felt a sense of levity, a blossoming warmth that had her nearly giddy.

"It's good to see you, Clara," he said gently, his eyes crinkling at the corners. The small smile felt like 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