The spreadsheet blurred before Amelia's eyes. It wasn't the numbers themselves; she'd crunched them a thousand times. It was the adjacent cell, the salary comparison. Sarah, fresh out of college, earned almost ten thousand dollars more a year. A warmth bloomed in Amelia's chest, not a flush of anger, but a slow, steady pulse.

She closed her laptop, her fingers tracing the smooth cool surface. She thought of Sarah, energetic and quick, and the extra training she was offered that Amelia had never had the chance for. The company invested in her, and this was the benefit of that.

She decided to take a longer lunch, walking to the bakery she rarely treated herself to. The scent of warm bread and cinnamon filled her lungs. She bought a whole loaf and a pastry for Sarah, a small, tangible way to show her feelings.

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