The perfect picnic basket, the carefully chosen blanket, the champagne chilling in its bucket – all suddenly felt like a mockery. She’d meticulously arranged the entire day, a culmination of months of building a future. And now, seeing him – *her* boyfriend – holding hands with another woman, a wave of sickness washed over her. She felt like someone had punched her in the gut, leaving her winded and weak. She dropped the basket, sending the carefully prepared sandwiches and fruit scattering onto the grass. She sunk to her knees.

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