The news felt like a physical blow, knocking Amelia off balance. The air seemed thin, making each breath a conscious effort. This was after all her life for a decade. She'd given this company the best years of her life. Now, they were tossing her aside.

She slammed the door of her office, startling the intern who was fetching files. She stared at the overflowing trash can, her gaze fixed on the half-eaten sandwich. She thought of the spreadsheet detailing the company’s recent acquisitions.

She began compiling a list of potential issues. A few well-placed leaks, a few strategically timed whispers to the press about the true value of the company and maybe some of the less savory company practices...

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442