Her hands were shaking so badly, she almost dropped the phone. The news, delivered with a casual, almost breezy tone, had punched the wind right out of her. Across the country? Across the *country*! That was the sort of thing people did in movies, not in real life, not to *her*.

"You're… you're just saying this now?" she managed to croak, her voice barely a whisper. The familiar voice on the other end, the voice that always calmed her, now felt like a betrayal.

She paced her living room, her steps quick and frantic, as if she could somehow outrun the unwelcome reality. The brightly colored cushions on the couch, the carefully arranged photos on the bookshelf—all mocked her with their permanence, their stability. She wanted to scream, to shatter something, to make this all a mistake.

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