The sterile environment of the research lab felt suffocating to Jessica. The transfer to the administrative side felt like a sentence, a punishment for speaking her mind.

She ran her fingers over the smooth surface of the desk, the silence of the room amplifying the rage growing within her. Her pulse quickened. She found herself staring at the lab's storage of valuable data.

She started to familiarize herself with the procedures, the protocols, the security measures. The data was the key. She would protect it, but she would also expose them.

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