He’d almost choked on his coffee when the detective, a tired-looking woman with a perpetually weary expression, had shown him the old crime scene photos. Mark slammed the file shut, the flimsy cardboard crinkling under his grip. This house. His house. The detective, sensing his reluctance to believe the information, simply handed him a business card. “Call if you have any questions,” she said flatly.

Now, he stared at the freshly painted walls of the kitchen, their pristine white mocking him. He’d spent weeks stripping away the previous owners’ awful wallpaper, eager to make the place his own. How could he enjoy a single meal in this space now?

He slammed the coffee cup down on the counter, the ceramic clinking loudly. The previous owners, a sweet-looking couple who’d gushed about the "charming atmosphere," had kept this little secret to themselves. The bastards.

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