The worn linoleum of the kitchen floor felt sticky beneath my feet. I wrinkled my nose, pulling away from my brother, David, who was already running his fingers along a chipped countertop with a grin. He actually looked happy.

This house was a mausoleum of memories, most of which I preferred to forget. The musty scent of the place was overwhelming. It clung to the back of my throat.

I couldn’t stand the thought of spending any time here, sorting through old clothes, old photos. This was a colossal inconvenience, a waste of my limited time.

“I bet the plumbing is a nightmare,” I said, my voice sharper than I intended.

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