The restaurant’s chandeliers seemed to mock him, casting glittering shadows that danced with his growing internal turmoil. He’d planned this evening meticulously, a perfect anniversary. The reservation, the wine, the location. All of it, a hollow charade. The woman across from him, the one he’d called “the one,” looked at him with an equally confused expression. His gut twisted at the realization of how he’d been played. He stood up abruptly, knocking over his chair. The clatter echoed in the sudden silence. He shoved his hands in his pockets, refusing to meet her gaze. "Get out," he rasped, his voice rough.

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