The casual way he dropped the bomb felt like a deliberate act of cruelty. The news was bad enough, but the delivery felt like a knife twist. David had just casually stated that he was moving to Europe. The cafe buzzed around them, a stark contrast to the boiling silence inside her. The air seemed to have thickened. Her breath came in short, shallow gasps.

"Wow," she finally managed, the word a harsh exhale. "Just like that? No consideration?" She gripped her coffee cup so tightly, she was afraid she might shatter it. The bitterness of the coffee suddenly mirrored the taste in her mouth.

David looked at her, his expression tinged with confusion. She stood abruptly, shoving her chair back with a violent scrape. "I need some air," she muttered, turning and nearly running from the cafe. The sound of the door closing behind her was like a gunshot.

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