Michael sat in the cramped coffee shop, the steam from his latte fogging the window. He was watching the rain, lost in thought. A wave of profound appreciation washed over him, a feeling so strong it made his eyes prick. He'd been a mess, a walking disaster, when he was younger.

The news about David had been a shock. That David – the hulking, intimidating David from high school – was now a counselor for troubled teens. He still couldn’t quite believe it.

He’d avoided him for years, the memories of lockers slammed and taunts echoing in his mind. But the change in David, the quiet confidence, the genuine empathy he radiated… It made Michael’s heart ache with something akin to joy.

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