He saw the package as he was heading out for his morning run. "To the Esteemed Resident." He rolled his eyes. Such pretension. He’d never even met the previous tenant, a man rumored to be a brilliant, albeit eccentric, architect.

He grabbed the package and threw it into the back of his car. He'd drop it off at the office. He didn't have time for this nonsense. He'd never seen the man, but he was certain he was the type to keep a clean house.

When he returned, the package still sat in the car. It wasn't until he was taking out the trash later that evening that he finally decided to open it. Inside, was a single, intricately carved wooden bird. He slammed the car door.

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