The aroma of freshly brewed coffee filled the kitchen, a stark contrast to the bitter taste that had settled in her mouth. She’d found the secret account while looking for a family recipe. The sheer audacity of it. He’d been holding out on her, concealing a significant sum while she had been struggling to pay the bills.

She poured herself a cup and carried it to the living room, where he was engrossed in his morning newspaper. She felt a surge of coldness. The paper crackled as he turned a page.

“Did you see that new apartment building going up downtown?” she asked, her tone light, detached. “I was thinking we could put our money into that.” The paper rustled, the sound of his silence the only reply.

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