The mailbox felt too close. Its metal clang echoed in her ears. Claire hated this ritual, this daily obligation of checking for… nothing. But, this morning, there it was, a garish card, a silent, colorful insult. She ripped it out, her fingers clumsy and careless.

Inside, the generic message: “Hope your day is special!” Special? She snorted, the sound sharp and cutting. Like she needed some stranger to tell her that.

She stuffed it into her pocket, already planning where she would discard it. It would get lost in a drawer, never see the light of day. Or, perhaps, straight into the shredder. The thought was satisfying.

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