The realtor’s saccharine prose about "character and charm" was almost too much to bear. It felt insulting. He clicked through the pictures with a growing sense of unrest, each image a fresh offense. The new landscaping felt sterile. The "updated" bathrooms were cold.

He remembered the arguments, the laughter, the quiet evenings. The listing stripped it all away, reducing the house to a mere commodity. He almost felt... violated.

He spun his chair around, staring out the window. The thought of strangers inhabiting those spaces, making new memories… It stirred a bitter taste in his mouth.

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