The wooden box was rotting. He hated decay. He hated the idea of anything turning to dust. He pried it open and was almost immediately struck by the smell of mold.

Inside, there were various letters, photographs, and drawings. He flipped through everything quickly, finding himself more and more annoyed. The letters were filled with promises. The photographs showed smiling faces. The drawings were poorly executed.

He picked up the box, and hurled it into the ocean. He watched the box sink, slowly. He turned and walked away.

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