Rain slicked the porch as Arthur wrestled the overflowing mailbox door open. He grunted, hefting out a small mountain of junk mail, junk catalogs, and, nestled innocuously at the bottom, a birthday card. He held it at arm's length, as if it were a biohazard. Another generic Hallmark special.

He tossed it onto the damp doormat without a glance. He imagined the sender: some vague acquaintance, compelled by obligation, probably couldn’t even remember his name.

His stomach twisted with that familiar feeling. He wanted to scream at the sky. He kicked the rubber mat, sending the dripping card skittering across the porch.

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