“My private jet,” Charles had often boasted. Now, David stood at the tiny, regional airport. He had a sudden and unpleasant feeling that the “flight” was a rental. The “high-profile clients” he served were definitely missing.

He'd even invested in Charles’s "business." He felt like he'd been punched. A coldness spread through him, making his limbs feel heavy and disconnected. The air suddenly felt thin and hard to breathe.

He turned away from the gleaming silver airplane. The image of Charles, his expensive clothes, his confident swagger, now felt completely fraudulent. He would go home, he thought. He would figure out what to do. But right now, he just needed to escape this absurd scene.

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