The phone vibrated in Leo's hand, the familiar ringtone taunting him. Across the city, Alex was gleefully describing his move to Denver. Leo listened, the blood draining from his face. His knuckles were white as he gripped the phone. He felt lightheaded, a dizzying sensation threatening to overwhelm him.

"Wow," Leo choked out, his voice a strange, strained sound. "That's… that's fantastic." The pretense of enthusiasm felt like a physical act of violence against himself. He wanted to scream, to lash out, but instead, he forced a shaky laugh.

He hung up, the silence of his apartment amplifying the roaring in his ears. He kicked a stray shoe across the room, the impact satisfying only for a fleeting moment. He needed to be alone; he couldn't stand the thought of anyone seeing him like this.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256