The echo of the doctor's voice still rang in Emily’s ears. The diagnosis. The confirmation. She had expected it, yet it still felt like a punch to the gut. She had spent so long, dealing with the worry.

Then, the revelation. Another patient, also facing the unknown. The doctor mentioned the possibility of a meeting. Emily, caught off-guard, agreed.

Back in the noisy bus on the way home, she felt a change inside her. She leaned against the window, watching the city blur by. The rumble of the engine, the chatter of the passengers, no longer grated on her nerves. She had something new now.

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