He paced the length of the tiny apartment, his footsteps echoing in the silence. The cheap, stained carpet felt like it was absorbing the tension radiating from him. He kept replaying the scene: the restaurant, the shared dessert, *her* hand on his arm… and then *her* face when the other woman had walked in, looking exactly like the picture in his wallet. A cold sweat slicked his palms.

He grabbed his phone, deleting her contact. He then chucked it onto the couch. The screen, which held a photo of the two of them, shattered. He kicked the couch. “She’s the one who should be apologizing!” he muttered to himself, his voice raw.

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