Rain lashed against the windows, mirroring the bleakness I felt inside. New house, new problems. I hated unpacking. This place felt…wrong. It had a chill that went deeper than the October wind.

I kicked a loose floorboard in the master bedroom, mostly out of frustration. It shifted, revealing a dark, musty space. I knelt, my nose wrinkling at the damp smell. The idea of exploring it filled me with a weariness I couldn't shake. Just another chore, another thing to fix.

"Great," I mumbled, pushing a flashlight into the opening. The beam cut through the darkness, illuminating dust motes dancing in the air. This house was a bottomless pit of repairs.

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