The air felt thick, heavy with disappointment. His childhood friend, the giant oak, was gone. The only things left were a mound of wood chips and an empty space in his heart.

He tilted his head back, letting the sun beat down on his face. The sun. The source of life. The enemy. How could they? He knew they would.

He wanted to scream at the top of his lungs, but he wouldn't give them the satisfaction. Instead, he just stood there, his shoulders hunched, his hands clenched so tight his knuckles were white.

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