He'd always been so *careful*. That was his defining trait. Now, it felt like a personal affront. She'd found the hidden savings account while searching for the tax returns. They had always discussed their financials together. A lie, it turned out. A long, elaborate lie.

She picked up the phone, her fingers trembling slightly as she dialed his work number. When he answered, she heard his usual professional tone. “Honey, could you bring home some groceries? We’re out of everything." It was the most innocent, mundane question. She savored the silence on the other end, the brief hesitation, before he agreed. A small victory. She would not be asking for his money to pay for them.

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