He glared at the envelope. Cream-colored, embossed with a ridiculous floral design. “Dearest Jackson,” the letter began, instantly setting his teeth on edge. The writer, this unknown half-sister, had clearly inherited his father's flair for the dramatic. He ripped it open with a brutal tear, ignoring the flimsy paper’s attempt at elegance.

He skimmed the words, a knot forming in his gut. A shared childhood memory, a heartfelt plea to connect. It was all so… sentimental. Jackson let out a harsh breath, tossing the letter onto the mahogany desk. He picked up his pen and began circling the date in his planner: the date he was supposed to meet this new addition to his family.

He stared out the window, at the perfectly manicured lawn of his estate. He had built this life. Earned it. Now, some stranger was trying to barge in. He ran a hand through his perfectly coiffed hair. He needed a drink. Immediately.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242