He stared at the handwritten list, his fingers tracing the loops and curves of his mother's script. "Write a book." It was a betrayal. His mother, who told him to focus on practicalities.

He balled the paper and squeezed it until his knuckles turned white. All the years of denying herself, all the carefully constructed compromises. How dare she leave behind this testament to a life unlived?

He threw the paper across the room, it landed against the wall and fell to the ground. The injustice of it all, the secrets, the hidden desires... it was more than he could bear.

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