The antique clock chimed noon, a sound that always meant lunch with Professor Eldridge. Or, it *had* meant lunch. Now, the echoing bong just fueled the simmering heat in Elara's chest. She found the empty office, the desk stripped bare save for a dusty photo of Eldridge, younger, holding a cryptic manuscript. A Post-it note, hastily scrawled, read: “Gone fishing. You’ll be fine.” Fine? After all the years, all the painstaking research, all the *secrets* they’d shared? Elara slammed the door, the flimsy wood rattling in its frame. She crumpled the note in her fist, her knuckles white, and headed straight for the library’s restricted section, a place Eldridge had always forbidden her to enter alone.

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