Rain lashed against the windows, mirroring the tempest brewing inside me. Honestly, the nerve. That ancient, spindly maple, perpetually shedding leaves like some geriatric patient, had finally succumbed. Its trunk now sprawled across my pristine lawn.

My stomach clenched. I could practically *taste* the bureaucratic nightmare this was going to be. Insurance claims, tree removal companies, the whole tedious charade. All because old Mrs. Peterson couldn't be bothered to trim a single limb.

I pulled on my boots, my jaw set. Time to go assess the damage. My assessment would be thorough. My words, measured. My patience… limited.

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