"A sister?" The question, delivered with a voice choked with disbelief, hung in the air. The words, delivered by his grandmother in a phone call, felt like a physical blow to Henry. He had always been so careful, so dedicated to his family and its heritage. This bombshell, this utter violation of the family's carefully crafted facade, left him reeling.

He had always been close to his grandmother. Now, it felt like she was a stranger.

His hands were clenched, and he ran to the kitchen, opening the fridge. The food, the wine, the whole house felt different now. He threw a bottle of wine across the room.

The next day he drove to his mother's house.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260