The sunlight seemed to mock Leo as he read the final sentence. His jaw clenched. He felt a throbbing pulse in his temples, a physical manifestation of the storm brewing inside him. The fictionalized version of himself, the character his wife, Clara, had created, was a weak, ineffectual fool.

He threw the tablet onto the bed. It landed with a dull thud. His hands clenched into fists, nails digging into his palms. The air in the room felt thick, suffocating. He had trusted her, opened his life to her, and she’d repaid him by… by turning him into a punchline.

He picked up his phone, his fingers hovering over her contact information. He wanted to call her, to scream at her. Instead, he slammed the phone onto the nightstand, and stormed out of the bedroom, slamming the door behind him. He needed space, air, anything to escape the confines of his rage.

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