"Just a little something from the garden," the old woman had always said, offering him a wilting zucchini or a handful of bruised tomatoes. Now, he was watching her load a priceless antique vase into the back of a delivery van. He felt a hot flush creep up his neck.

He stood in his doorway, the screen door hanging open. He felt as if someone had punched him in the gut. He'd confided in her, complaining about his own financial struggles. He felt utterly betrayed.

He wanted to run after the van, to demand an explanation. Instead, he slammed the door, the sound echoing in the sudden silence. He went back inside, the air in his small apartment feeling suffocating.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256