The weight of the bank statement in Eleanor’s hand felt unbearable. It was a tangible representation of lies, of secrecy, of a life she hadn’t been privy to. The blood roared in her ears, drowning out the gentle hum of the refrigerator.

She’d spent the last twenty years dedicated to their life together. A small cottage, a shared car, simple dreams. This – this account, with its bulging balance – felt like a punch to the gut. The air seemed to compress around her, making it hard to breathe.

He came home later, whistling. I could smell the lie even before he crossed the threshold. He walked into the kitchen with a smile. "Honey, I'm home!"

She turned and asked him calmly, "Do you have any idea how much money we have, and where it comes from?"

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256