The call had disconnected just as Leo walked into the room. He saw the phone, still glowing, on the bedside table. His wife, Maya, was standing at the window, back to him, as if she were inspecting the distant rooftops. He knew the caller ID was blocked.

He approached her slowly, feeling a coldness seep into his bones. The silence in the room was deafening. He cleared his throat.

She didn't turn.

"Who was that, Maya?" he asked, his voice barely a whisper. He wanted to break something, to shatter the delicate peace of the room and expose the rot underneath. The silence stretched, and with each passing second, the feeling of being violated grew.

She turned slowly, her face like a blank canvas. “Just a friend,” she said, her voice soft, but her eyes held a storm.

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