He saw it, that familiar facade, and the blood in his veins seemed to boil. The listing. His parents were gone, and now, *this*. His stomach knotted, a familiar ache. They were selling the place, the place where he’d learned to ride a bike, where he'd skinned his knees, where he'd hid under the porch during a thunderstorm.

He felt the tremors in his hands. He grabbed his phone and called his sister. The ring tone echoed in the sterile silence of his apartment. "They can't just…do this," he rasped into the receiver, his voice cracking. "They can't just…erase it."

His sister’s calm voice, normally a balm, only made things worse.

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