From the moment she'd stepped into the office, the air had felt thick with tension. The other candidates, all equally qualified, had added to the nervous atmosphere. Yet, Amelia found herself strangely at ease as she waited. She'd known from the start that she and Jake, her childhood friend, were in the same boat.

They had been inseparable since kindergarten, sharing dreams and supporting each other through every challenge. Seeing Jake in the waiting room, she felt a surge of affection. Regardless of who got the job, their friendship was the treasure she cherished most.

The interview had been tough, probing. She’d answered each question with her honest self. The door opened and the interviewer beckoned her in. A soft hum of pleasure rose within her. Even if she wasn't chosen, she knew she could face the outcome with Jake by her side.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494